Data Package Metadata   View Summary

Modeled Organic Carbon, Dissolved Oxygen, and Secchi for six Wisconsin Lakes, 1995-2014

General Information
Data Package:
Local Identifier:knb-lter-ntl.421.1
Title:Modeled Organic Carbon, Dissolved Oxygen, and Secchi for six Wisconsin Lakes, 1995-2014
Alternate Identifier:DOI PLACE HOLDER
Abstract:
This data package contains model output data, driving data, and supplemental information for a two-layer modeling study that investigated organic carbon and oxygen dynamics within six Wisconsin lakes over a twenty-year period (1995-2014). The six lakes are Lake Mendota, Lake Monona, Trout Lake, Allequash Lake, Big Muskellunge Lake, and Sparkling Lake. The model output includes daily predictions of six state variables: labile particulate organic carbon, recalcitrant particulate organic carbon, labile dissolved organic carbon, recalcitrant dissolved organic carbon, dissolved oxygen, and Secchi depth. The output also includes daily predictions of physical and metabolism fluxes that were used in the prediction of the state variables. This data package also contains model driving data for each lake and other supplemental information that was calculated during the modeling runs.
Publication Date:2022-09-29
For more information:
Visit: DOI PLACE HOLDER

Time Period
Begin:
1995-01-01
End:
2014-12-31

People and Organizations
Contact:Delany, Austin   [  email ]
Creator:Delany, Austin  (Center for Limnology, UW-Madison )
Associate:Hanson, Paul C 

Data Entities
Data Table Name:
me_epi_fluxes_output
Description:
Modeled epilimnetic fluxes for Lake Mendota, 1995-2014
Data Table Name:
mo_epi_fluxes_output
Description:
Modeled fluxes for the epilimnion of Lake Monona from 1995-2014
Data Table Name:
tr_epi_fluxes_output
Description:
Modeled epilimnetic fluxes for Trout Lake, 1995-2014
Data Table Name:
al_epi_fluxes_output
Description:
Modeled epilimnetic fluxes for Allequash Lake, 1995-2014
Data Table Name:
bm_epi_fluxes_output
Description:
Modeled epilimnetic fluxes for Big Muskellunge Lake, 1995-2014
Data Table Name:
sp_epi_fluxes_output
Description:
Modeled epilimnetic fluxes for Sparkling Lake, 1995-2014
Data Table Name:
me_hypo_fluxes_output
Description:
Model predictions of hypolimnetic fluxes for Lake Mendota, 1995-2014
Data Table Name:
mo_hypo_fluxes_output
Description:
Model predictions of hypolimnetic fluxes for Lake Monona, 1995-2014
Data Table Name:
tr_hypo_fluxes_output
Description:
Model predictions of hypolimnetic fluxes for Trout Lake, 1995-2014
Data Table Name:
al_hypo_fluxes_output
Description:
Model predictions of hypolimnetic fluxes for Allequash Lake, 1995-2014
Data Table Name:
bm_hypo_fluxes_output
Description:
Model predictions of hypolimnetic fluxes for Big Muskellunge Lake, 1995-2014
Data Table Name:
sp_hypo_fluxes_output
Description:
Model predictions of hypolimnetic fluxes for Sparkling Lake, 1995-2014
Data Table Name:
me_epi_vars_output
Description:
Model predictions for epilimnetic variables for Lake Mendota, 1995-2014
Data Table Name:
mo_epi_vars_output
Description:
Model predicted epilimnetic variables for Lake Monona, 1995-2014
Data Table Name:
tr_epi_vars_output
Description:
Modeled predictions of epilimnetic variables for Trout Lake, 1995-2014
Data Table Name:
al_epi_vars_output
Description:
Modeled predictions of epilimnetic variables for Allequash Lake, 1995-2014
Data Table Name:
bm_epi_vars_output
Description:
Modeled predictions of epilimnetic variables for Big Muskellunge Lake, 1995-2014
Data Table Name:
sp_epi_vars_output
Description:
Modeled predictions of epilimnetic variables for Sparkling Lake, 1995-2014
Data Table Name:
me_hypo_vars_output
Description:
Modeled predictions of hypolimnetic variables for Lake Mendota, 1995-2014
Data Table Name:
mo_hypo_vars_output
Description:
Modeled predictions of hypolimnetic variables for Lake Monona, 1995-2014
Data Table Name:
tr_hypo_vars_output
Description:
Modeled predictions of hypolimnetic variables for Trout Lake, 1995-2014
Data Table Name:
al_hypo_vars_output
Description:
Modeled predictions of hypolimnetic variables for Allequash Lake, 1995-2014
Data Table Name:
bm_hypo_vars_output
Description:
Modeled predictions of hypolimnetic variables for Big Muskellunge Lake, 1995-2014
Data Table Name:
sp_hypo_vars_output
Description:
Modeled predictions of hypolimnetic variables for Sparkling Lake, 1995-2014
Data Table Name:
me_driving_data
Description:
Model driving data for Lake Mendota, 1995-2014
Data Table Name:
mo_driving_data
Description:
Model driving data for Lake Monona, 1995-2014
Data Table Name:
tr_driving_data
Description:
Model driving data for Trout Lake, 1995-2014
Data Table Name:
al_driving_data
Description:
Model driving data for Allequash Lake, 1995-2014
Data Table Name:
bm_driving_data
Description:
Model driving data for Big Muskellunge Lake, 1995-2014
Data Table Name:
sp_driving_data
Description:
Model driving data for Sparkling Lake, 1995-2014
Data Table Name:
me_supplemental_output
Description:
other calculated information for Lake Mendota that is part of model output, 1995-2014
Data Table Name:
mo_supplemental_output
Description:
other calculated information for Lake Monona that is part of model output, 1995-2014
Data Table Name:
tr_supplemental_output
Description:
other calculated information for Trout Lake that is part of model output, 1995-2014
Data Table Name:
al_supplemental_output
Description:
other calculated information for Allequash Lake that is part of model output, 1995-2014
Data Table Name:
bm_supplemental_output
Description:
other calculated information for Big Muskellunge Lake that is part of model output, 1995-2014
Data Table Name:
sp_supplemental_output
Description:
other calculated information for Sparkling Lake that is part of model output, 1995-2014
Other Name:
run_model_script
Description:
Main script for setting up driving data, running model, and saving output
Other Name:
main_metab_function_model_script
Description:
Script that contains code for running the model
Other Name:
obs_data_create_model_script
Description:
Script for formatting driving data and observational data for model
Other Name:
td_assign_model_script
Description:
Script for calculating stratification dynamics in model
Other Name:
volume_weighted_avg_model_script
Description:
Script for calculating volume weighted averages for observational data in model
Detailed Metadata

Data Entities


Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/f8239971906a24d34970603d21bfca9a
Name:me_epi_fluxes_output
Description:Modeled epilimnetic fluxes for Lake Mendota, 1995-2014
Number of Records:7305
Number of Columns:26

Table Structure
Object Name:me_epi_fluxes.csv
Size:2552842 byte
Authentication:654cd620d9cd3b4beb1f7d425547c993 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 sampledateatm_exhangedo_entrainmentresp_sedresp_poc_lresp_poc_rpoc_l_settlepoc_r_settlepoc_l_entrainmentpoc_r_entrainmentresp_doc_ldoc_l_entrainmentresp_doc_rdoc_r_entrainmentnpp_valueresp_totaldoc_l_indoc_l_outdoc_r_indoc_r_outpoc_l_inpoc_l_outpoc_r_inpoc_r_outpocl_productiondocl_production
Column Name:sampledate  
atm_exhange  
do_entrainment  
resp_sed  
resp_poc_l  
resp_poc_r  
poc_l_settle  
poc_r_settle  
poc_l_entrainment  
poc_r_entrainment  
resp_doc_l  
doc_l_entrainment  
resp_doc_r  
doc_r_entrainment  
npp_value  
resp_total  
doc_l_in  
doc_l_out  
doc_r_in  
doc_r_out  
poc_l_in  
poc_l_out  
poc_r_in  
poc_r_out  
pocl_production  
docl_production  
Definition:Date of model prediction dissolved oxygen atmospheric exchange (positive value is flux from atmosphere into lake, negative value is flux out of lake into the atmosphere)entrainment of DO between epilimnion and hypolimnion. Value is zero when lake is mixedsediment respiration respiration of water column labile POCrespiration of water column recalcitrant POCLabile POC settling flux from epilimnion to hypolimnion Recalcitrant POC settling flux from epilimnion to hypolimnion Entrainment of labile POC between epilimnion and hypolimnion. Value is zero when lake is mixedentrainment of recalcitrant POC between epilimnion and hypolimnion. Value is zero when lake is mixedrespiration of water column labile DOCentraintment of labile DOC between epilimnion and hypolimnion. Value is zero when lake is mixedrespiration of water column recalcitrant POCentraintment of recalcitrant DOC between epilimnion and hypolimnion. Value is zero when lake is mixedtotal net primary production for the daytotal respiration between water column and sediments labile DOC inflow labile DOC outflow recalcitrant DOC inflow recalcitrant DOC outflow labile POC inflow labile POC outflow recalcitrant POC inflow recalcitrant POC outflow proportion of NPP produced as POCproportion of NPP produced as DOC
Storage Type:dateTime  
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Measurement Type:dateTimeratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
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UnitgramPerDay
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UnitgramPerDay
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Accuracy Report:                                                    
Accuracy Assessment:                                                    
Coverage:                                                    
Methods:                                                    

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/88f130daeee3d2fa7cdc5258871ac965
Name:mo_epi_fluxes_output
Description:Modeled fluxes for the epilimnion of Lake Monona from 1995-2014
Number of Records:7305
Number of Columns:26

Table Structure
Object Name:mo_epi_fluxes.csv
Size:2829015 byte
Authentication:9ef8b3bb3e39070801c011124b60e3c3 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 sampledateatm_exhangedo_entrainmentresp_sedresp_poc_lresp_poc_rpoc_l_settlepoc_r_settlepoc_l_entrainmentpoc_r_entrainmentresp_doc_ldoc_l_entrainmentresp_doc_rdoc_r_entrainmentnpp_valueresp_totaldoc_l_indoc_l_outdoc_r_indoc_r_outpoc_l_inpoc_l_outpoc_r_inpoc_r_outpocl_productiondocl_production
Column Name:sampledate  
atm_exhange  
do_entrainment  
resp_sed  
resp_poc_l  
resp_poc_r  
poc_l_settle  
poc_r_settle  
poc_l_entrainment  
poc_r_entrainment  
resp_doc_l  
doc_l_entrainment  
resp_doc_r  
doc_r_entrainment  
npp_value  
resp_total  
doc_l_in  
doc_l_out  
doc_r_in  
doc_r_out  
poc_l_in  
poc_l_out  
poc_r_in  
poc_r_out  
pocl_production  
docl_production  
Definition:Date of model prediction dissolved oxygen atmospheric exchange (positive value is flux from atmosphere into lake, negative value is flux out of lake into the atmosphere)entrainment of DO between epilimnion and hypolimnion. Value is zero when lake is mixedsediment respiration respiration of water column labile POCrespiration of water column recalcitrant POCLabile POC settling flux from epilimnion to hypolimnion Recalcitrant POC settling flux from epilimnion to hypolimnion Entrainment of labile POC between epilimnion and hypolimnion. Value is zero when lake is mixedentrainment of recalcitrant POC between epilimnion and hypolimnion. Value is zero when lake is mixedrespiration of water column labile DOCentraintment of labile DOC between epilimnion and hypolimnion. Value is zero when lake is mixedrespiration of water column recalcitrant POCentraintment of recalcitrant DOC between epilimnion and hypolimnion. Value is zero when lake is mixedtotal net primary production for the daytotal respiration between water column and sediments labile DOC inflow labile DOC outflow recalcitrant DOC inflow recalcitrant DOC outflow labile POC inflow labile POC outflow recalcitrant POC inflow recalcitrant POC outflow proportion of NPP produced as POCproportion of NPP produced as DOC
Storage Type:dateTime  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
UnitgramPerDay
Typereal
UnitgramPerDay
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UnitgramPerDay
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UnitgramPerDay
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UnitgramPerDay
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UnitgramPerDay
Typereal
UnitgramPerDay
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UnitgramPerDay
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UnitgramPerDay
Typereal
UnitgramPerDay
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UnitgramPerDay
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Missing Value Code:  
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Accuracy Report:                                                    
Accuracy Assessment:                                                    
Coverage:                                                    
Methods:                                                    

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/340a78670f736f3d3ef6d9753c325445
Name:tr_epi_fluxes_output
Description:Modeled epilimnetic fluxes for Trout Lake, 1995-2014
Number of Records:7305
Number of Columns:26

Table Structure
Object Name:tr_epi_fluxes.csv
Size:2454978 byte
Authentication:4bb5b793d00eba7539d59ea1bc350731 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 sampledateatm_exhangedo_entrainmentresp_sedresp_poc_lresp_poc_rpoc_l_settlepoc_r_settlepoc_l_entrainmentpoc_r_entrainmentresp_doc_ldoc_l_entrainmentresp_doc_rdoc_r_entrainmentnpp_valueresp_totaldoc_l_indoc_l_outdoc_r_indoc_r_outpoc_l_inpoc_l_outpoc_r_inpoc_r_outpocl_productiondocl_production
Column Name:sampledate  
atm_exhange  
do_entrainment  
resp_sed  
resp_poc_l  
resp_poc_r  
poc_l_settle  
poc_r_settle  
poc_l_entrainment  
poc_r_entrainment  
resp_doc_l  
doc_l_entrainment  
resp_doc_r  
doc_r_entrainment  
npp_value  
resp_total  
doc_l_in  
doc_l_out  
doc_r_in  
doc_r_out  
poc_l_in  
poc_l_out  
poc_r_in  
poc_r_out  
pocl_production  
docl_production  
Definition:Date of model prediction dissolved oxygen atmospheric exchange (positive value is flux from atmosphere into lake, negative value is flux out of lake into the atmosphere)entrainment of DO between epilimnion and hypolimnion. Value is zero when lake is mixedsediment respiration respiration of water column labile POCrespiration of water column recalcitrant POCLabile POC settling flux from epilimnion to hypolimnion Recalcitrant POC settling flux from epilimnion to hypolimnion Entrainment of labile POC between epilimnion and hypolimnion. Value is zero when lake is mixedentrainment of recalcitrant POC between epilimnion and hypolimnion. Value is zero when lake is mixedrespiration of water column labile DOCentraintment of labile DOC between epilimnion and hypolimnion. Value is zero when lake is mixedrespiration of water column recalcitrant POCentraintment of recalcitrant DOC between epilimnion and hypolimnion. Value is zero when lake is mixedtotal net primary production for the daytotal respiration between water column and sediments labile DOC inflow labile DOC outflow recalcitrant DOC inflow recalcitrant DOC outflow labile POC inflow labile POC outflow recalcitrant POC inflow recalcitrant POC outflow proportion of NPP produced as POCproportion of NPP produced as DOC
Storage Type:dateTime  
float  
float  
float  
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Measurement Type:dateTimeratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
UnitgramPerDay
Typereal
UnitgramPerDay
Typereal
UnitgramPerDay
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UnitgramPerDay
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Typereal
UnitgramPerDay
Typereal
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Typereal
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Typereal
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Typereal
UnitgramPerDay
Typereal
UnitgramPerDay
Typereal
Missing Value Code:  
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Accuracy Report:                                                    
Accuracy Assessment:                                                    
Coverage:                                                    
Methods:                                                    

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/1e0467fd4c1719bca995edb29414ffb0
Name:al_epi_fluxes_output
Description:Modeled epilimnetic fluxes for Allequash Lake, 1995-2014
Number of Records:7305
Number of Columns:26

Table Structure
Object Name:al_epi_fluxes.csv
Size:2452924 byte
Authentication:12038f9258328a16065bb0597b999e92 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 sampledateatm_exhangedo_entrainmentresp_sedresp_poc_lresp_poc_rpoc_l_settlepoc_r_settlepoc_l_entrainmentpoc_r_entrainmentresp_doc_ldoc_l_entrainmentresp_doc_rdoc_r_entrainmentnpp_valueresp_totaldoc_l_indoc_l_outdoc_r_indoc_r_outpoc_l_inpoc_l_outpoc_r_inpoc_r_outpocl_productiondocl_production
Column Name:sampledate  
atm_exhange  
do_entrainment  
resp_sed  
resp_poc_l  
resp_poc_r  
poc_l_settle  
poc_r_settle  
poc_l_entrainment  
poc_r_entrainment  
resp_doc_l  
doc_l_entrainment  
resp_doc_r  
doc_r_entrainment  
npp_value  
resp_total  
doc_l_in  
doc_l_out  
doc_r_in  
doc_r_out  
poc_l_in  
poc_l_out  
poc_r_in  
poc_r_out  
pocl_production  
docl_production  
Definition:Date of model prediction dissolved oxygen atmospheric exchange (positive value is flux from atmosphere into lake, negative value is flux out of lake into the atmosphere)entrainment of DO between epilimnion and hypolimnion. Value is zero when lake is mixedsediment respiration respiration of water column labile POCrespiration of water column recalcitrant POCLabile POC settling flux from epilimnion to hypolimnion Recalcitrant POC settling flux from epilimnion to hypolimnion Entrainment of labile POC between epilimnion and hypolimnion. Value is zero when lake is mixedentrainment of recalcitrant POC between epilimnion and hypolimnion. Value is zero when lake is mixedrespiration of water column labile DOCentraintment of labile DOC between epilimnion and hypolimnion. Value is zero when lake is mixedrespiration of water column recalcitrant POCentraintment of recalcitrant DOC between epilimnion and hypolimnion. Value is zero when lake is mixedtotal net primary production for the daytotal respiration between water column and sediments labile DOC inflow labile DOC outflow recalcitrant DOC inflow recalcitrant DOC outflow labile POC inflow labile POC outflow recalcitrant POC inflow recalcitrant POC outflow proportion of NPP produced as POCproportion of NPP produced as DOC
Storage Type:dateTime  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
UnitgramPerDay
Typereal
UnitgramPerDay
Typereal
UnitgramPerDay
Typereal
UnitgramPerDay
Typereal
UnitgramPerDay
Typereal
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Accuracy Report:                                                    
Accuracy Assessment:                                                    
Coverage:                                                    
Methods:                                                    

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/72b0fdde999db04dcc304e636af6a67a
Name:bm_epi_fluxes_output
Description:Modeled epilimnetic fluxes for Big Muskellunge Lake, 1995-2014
Number of Records:7305
Number of Columns:26

Table Structure
Object Name:bm_epi_fluxes.csv
Size:2454454 byte
Authentication:9dc60576ed07f307168595a8b4df45e8 Calculated By MD5
Text Format:
Number of Header Lines:1
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Table Column Descriptions
 sampledateatm_exhangedo_entrainmentresp_sedresp_poc_lresp_poc_rpoc_l_settlepoc_r_settlepoc_l_entrainmentpoc_r_entrainmentresp_doc_ldoc_l_entrainmentresp_doc_rdoc_r_entrainmentnpp_valueresp_totaldoc_l_indoc_l_outdoc_r_indoc_r_outpoc_l_inpoc_l_outpoc_r_inpoc_r_outpocl_productiondocl_production
Column Name:sampledate  
atm_exhange  
do_entrainment  
resp_sed  
resp_poc_l  
resp_poc_r  
poc_l_settle  
poc_r_settle  
poc_l_entrainment  
poc_r_entrainment  
resp_doc_l  
doc_l_entrainment  
resp_doc_r  
doc_r_entrainment  
npp_value  
resp_total  
doc_l_in  
doc_l_out  
doc_r_in  
doc_r_out  
poc_l_in  
poc_l_out  
poc_r_in  
poc_r_out  
pocl_production  
docl_production  
Definition:Date of model prediction dissolved oxygen atmospheric exchange (positive value is flux from atmosphere into lake, negative value is flux out of lake into the atmosphere)entrainment of DO between epilimnion and hypolimnion. Value is zero when lake is mixedsediment respiration respiration of water column labile POCrespiration of water column recalcitrant POCLabile POC settling flux from epilimnion to hypolimnion Recalcitrant POC settling flux from epilimnion to hypolimnion Entrainment of labile POC between epilimnion and hypolimnion. Value is zero when lake is mixedentrainment of recalcitrant POC between epilimnion and hypolimnion. Value is zero when lake is mixedrespiration of water column labile DOCentraintment of labile DOC between epilimnion and hypolimnion. Value is zero when lake is mixedrespiration of water column recalcitrant POCentraintment of recalcitrant DOC between epilimnion and hypolimnion. Value is zero when lake is mixedtotal net primary production for the daytotal respiration between water column and sediments labile DOC inflow labile DOC outflow recalcitrant DOC inflow recalcitrant DOC outflow labile POC inflow labile POC outflow recalcitrant POC inflow recalcitrant POC outflow proportion of NPP produced as POCproportion of NPP produced as DOC
Storage Type:dateTime  
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Measurement Type:dateTimeratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratio
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Accuracy Report:                                                    
Accuracy Assessment:                                                    
Coverage:                                                    
Methods:                                                    

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/2b84ae6802ddcf3b8da0659881589e89
Name:sp_epi_fluxes_output
Description:Modeled epilimnetic fluxes for Sparkling Lake, 1995-2014
Number of Records:7305
Number of Columns:26

Table Structure
Object Name:sp_epi_fluxes.csv
Size:2497710 byte
Authentication:9d81b51fc74789f7e69eae47e3e361a3 Calculated By MD5
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Table Column Descriptions
 sampledateatm_exhangedo_entrainmentresp_sedresp_poc_lresp_poc_rpoc_l_settlepoc_r_settlepoc_l_entrainmentpoc_r_entrainmentresp_doc_ldoc_l_entrainmentresp_doc_rdoc_r_entrainmentnpp_valueresp_totaldoc_l_indoc_l_outdoc_r_indoc_r_outpoc_l_inpoc_l_outpoc_r_inpoc_r_outpocl_productiondocl_production
Column Name:sampledate  
atm_exhange  
do_entrainment  
resp_sed  
resp_poc_l  
resp_poc_r  
poc_l_settle  
poc_r_settle  
poc_l_entrainment  
poc_r_entrainment  
resp_doc_l  
doc_l_entrainment  
resp_doc_r  
doc_r_entrainment  
npp_value  
resp_total  
doc_l_in  
doc_l_out  
doc_r_in  
doc_r_out  
poc_l_in  
poc_l_out  
poc_r_in  
poc_r_out  
pocl_production  
docl_production  
Definition:Date of model prediction dissolved oxygen atmospheric exchange (positive value is flux from atmosphere into lake, negative value is flux out of lake into the atmosphere)entrainment of DO between epilimnion and hypolimnion. Value is zero when lake is mixedsediment respiration respiration of water column labile POCrespiration of water column recalcitrant POCLabile POC settling flux from epilimnion to hypolimnion Recalcitrant POC settling flux from epilimnion to hypolimnion Entrainment of labile POC between epilimnion and hypolimnion. Value is zero when lake is mixedentrainment of recalcitrant POC between epilimnion and hypolimnion. Value is zero when lake is mixedrespiration of water column labile DOCentraintment of labile DOC between epilimnion and hypolimnion. Value is zero when lake is mixedrespiration of water column recalcitrant POCentraintment of recalcitrant DOC between epilimnion and hypolimnion. Value is zero when lake is mixedtotal net primary production for the daytotal respiration between water column and sediments labile DOC inflow labile DOC outflow recalcitrant DOC inflow recalcitrant DOC outflow labile POC inflow labile POC outflow recalcitrant POC inflow recalcitrant POC outflow proportion of NPP produced as POCproportion of NPP produced as DOC
Storage Type:dateTime  
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Measurement Type:dateTimeratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratio
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Accuracy Report:                                                    
Accuracy Assessment:                                                    
Coverage:                                                    
Methods:                                                    

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/7877782779ce155df0485fa10ac1ddb4
Name:me_hypo_fluxes_output
Description:Model predictions of hypolimnetic fluxes for Lake Mendota, 1995-2014
Number of Records:7305
Number of Columns:13

Table Structure
Object Name:me_hypo_fluxes.csv
Size:1007954 byte
Authentication:a7382d5e3d8ad85306bf0cbcc0daf47f Calculated By MD5
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Table Column Descriptions
 sampledateresp_sedresp_poc_lresp_poc_rpoc_l_settlepoc_r_settleresp_doc_lresp_doc_rnpp_valueresp_totalpocr_sediment_fluxpocl_sediment_fluxpoc_total_sediment_flux
Column Name:sampledate  
resp_sed  
resp_poc_l  
resp_poc_r  
poc_l_settle  
poc_r_settle  
resp_doc_l  
resp_doc_r  
npp_value  
resp_total  
pocr_sediment_flux  
pocl_sediment_flux  
poc_total_sediment_flux  
Definition:Date of model prediction sediment respiration respiration of water column labile POCrespiration of water column recalcitrant POCLabile POC settling flux from hypolimnion to sedimentsRecalcitrant POC settling flux from hypolimnion to sedimentsrespiration of water column labile DOCrespiration of water column recalcitrant POCtotal net primary production for the daytotal respiration between water column and sediments total recalcitrant POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)total labile POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)total combined POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)
Storage Type:dateTime  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
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Measurement Type:dateTimeratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
UnitgramPerDay
Typereal
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Accuracy Report:                          
Accuracy Assessment:                          
Coverage:                          
Methods:                          

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/485600283637d582994b8981554b7a3a
Name:mo_hypo_fluxes_output
Description:Model predictions of hypolimnetic fluxes for Lake Monona, 1995-2014
Number of Records:7305
Number of Columns:13

Table Structure
Object Name:mo_hypo_fluxes.csv
Size:1010166 byte
Authentication:cb143d830e788ae0ba8afd626c0bcbc1 Calculated By MD5
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Table Column Descriptions
 sampledateresp_sedresp_poc_lresp_poc_rpoc_l_settlepoc_r_settleresp_doc_lresp_doc_rnpp_valueresp_totalpocr_sediment_fluxpocl_sediment_fluxpoc_total_sediment_flux
Column Name:sampledate  
resp_sed  
resp_poc_l  
resp_poc_r  
poc_l_settle  
poc_r_settle  
resp_doc_l  
resp_doc_r  
npp_value  
resp_total  
pocr_sediment_flux  
pocl_sediment_flux  
poc_total_sediment_flux  
Definition:Date of model prediction sediment respiration respiration of water column labile POCrespiration of water column recalcitrant POCLabile POC settling flux from hypolimnion to sedimentsRecalcitrant POC settling flux from hypolimnion to sedimentsrespiration of water column labile DOCrespiration of water column recalcitrant POCtotal net primary production for the daytotal respiration between water column and sediments total recalcitrant POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)total labile POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)total combined POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)
Storage Type:dateTime  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
UnitgramPerDay
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Accuracy Report:                          
Accuracy Assessment:                          
Coverage:                          
Methods:                          

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/6fb4c41c30e0ceafdfcf51550bbd1d8c
Name:tr_hypo_fluxes_output
Description:Model predictions of hypolimnetic fluxes for Trout Lake, 1995-2014
Number of Records:7305
Number of Columns:13

Table Structure
Object Name:tr_hypo_fluxes.csv
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Table Column Descriptions
 sampledateresp_sedresp_poc_lresp_poc_rpoc_l_settlepoc_r_settleresp_doc_lresp_doc_rnpp_valueresp_totalpocr_sediment_fluxpocl_sediment_fluxpoc_total_sediment_flux
Column Name:sampledate  
resp_sed  
resp_poc_l  
resp_poc_r  
poc_l_settle  
poc_r_settle  
resp_doc_l  
resp_doc_r  
npp_value  
resp_total  
pocr_sediment_flux  
pocl_sediment_flux  
poc_total_sediment_flux  
Definition:Date of model prediction sediment respiration respiration of water column labile POCrespiration of water column recalcitrant POCLabile POC settling flux from hypolimnion to sedimentsRecalcitrant POC settling flux from hypolimnion to sedimentsrespiration of water column labile DOCrespiration of water column recalcitrant POCtotal net primary production for the daytotal respiration between water column and sediments total recalcitrant POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)total labile POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)total combined POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)
Storage Type:dateTime  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
UnitgramPerDay
Typereal
UnitgramPerDay
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Accuracy Report:                          
Accuracy Assessment:                          
Coverage:                          
Methods:                          

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/ccef8863b8730a698fb478a3632d129a
Name:al_hypo_fluxes_output
Description:Model predictions of hypolimnetic fluxes for Allequash Lake, 1995-2014
Number of Records:7305
Number of Columns:13

Table Structure
Object Name:al_hypo_fluxes.csv
Size:1015275 byte
Authentication:6a013db2fa12bd227be00f23e87b122a Calculated By MD5
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Table Column Descriptions
 sampledateresp_sedresp_poc_lresp_poc_rpoc_l_settlepoc_r_settleresp_doc_lresp_doc_rnpp_valueresp_totalpocr_sediment_fluxpocl_sediment_fluxpoc_total_sediment_flux
Column Name:sampledate  
resp_sed  
resp_poc_l  
resp_poc_r  
poc_l_settle  
poc_r_settle  
resp_doc_l  
resp_doc_r  
npp_value  
resp_total  
pocr_sediment_flux  
pocl_sediment_flux  
poc_total_sediment_flux  
Definition:Date of model prediction sediment respiration respiration of water column labile POCrespiration of water column recalcitrant POCLabile POC settling flux from hypolimnion to sedimentsRecalcitrant POC settling flux from hypolimnion to sedimentsrespiration of water column labile DOCrespiration of water column recalcitrant POCtotal net primary production for the daytotal respiration between water column and sediments total recalcitrant POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)total labile POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)total combined POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)
Storage Type:dateTime  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
UnitgramPerDay
Typereal
UnitgramPerDay
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Accuracy Report:                          
Accuracy Assessment:                          
Coverage:                          
Methods:                          

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/ba584c986fc45d2406d1fe47107c6272
Name:bm_hypo_fluxes_output
Description:Model predictions of hypolimnetic fluxes for Big Muskellunge Lake, 1995-2014
Number of Records:7305
Number of Columns:13

Table Structure
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Authentication:6e04e4fa5c7018661c0ea292aad4fe8b Calculated By MD5
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Table Column Descriptions
 sampledateresp_sedresp_poc_lresp_poc_rpoc_l_settlepoc_r_settleresp_doc_lresp_doc_rnpp_valueresp_totalpocr_sediment_fluxpocl_sediment_fluxpoc_total_sediment_flux
Column Name:sampledate  
resp_sed  
resp_poc_l  
resp_poc_r  
poc_l_settle  
poc_r_settle  
resp_doc_l  
resp_doc_r  
npp_value  
resp_total  
pocr_sediment_flux  
pocl_sediment_flux  
poc_total_sediment_flux  
Definition:Date of model prediction sediment respiration respiration of water column labile POCrespiration of water column recalcitrant POCLabile POC settling flux from hypolimnion to sedimentsRecalcitrant POC settling flux from hypolimnion to sedimentsrespiration of water column labile DOCrespiration of water column recalcitrant POCtotal net primary production for the daytotal respiration between water column and sediments total recalcitrant POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)total labile POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)total combined POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)
Storage Type:dateTime  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratioratioratioratioratioratioratioratio
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Precision
UnitgramPerDay
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Explmodel start date
Accuracy Report:                          
Accuracy Assessment:                          
Coverage:                          
Methods:                          

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/9df174c422bc4d37477333234e8b01e2
Name:sp_hypo_fluxes_output
Description:Model predictions of hypolimnetic fluxes for Sparkling Lake, 1995-2014
Number of Records:7305
Number of Columns:13

Table Structure
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Size:1073150 byte
Authentication:d8a9eebd45a48708bc53d93f17767035 Calculated By MD5
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Table Column Descriptions
 sampledateresp_sedresp_poc_lresp_poc_rpoc_l_settlepoc_r_settleresp_doc_lresp_doc_rnpp_valueresp_totalpocr_sediment_fluxpocl_sediment_fluxpoc_total_sediment_flux
Column Name:sampledate  
resp_sed  
resp_poc_l  
resp_poc_r  
poc_l_settle  
poc_r_settle  
resp_doc_l  
resp_doc_r  
npp_value  
resp_total  
pocr_sediment_flux  
pocl_sediment_flux  
poc_total_sediment_flux  
Definition:Date of model prediction sediment respiration respiration of water column labile POCrespiration of water column recalcitrant POCLabile POC settling flux from hypolimnion to sedimentsRecalcitrant POC settling flux from hypolimnion to sedimentsrespiration of water column labile DOCrespiration of water column recalcitrant POCtotal net primary production for the daytotal respiration between water column and sediments total recalcitrant POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)total labile POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)total combined POC sedimentation flux (tracked from hypo during stratification and epi during mixed periods)
Storage Type:dateTime  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
UnitgramPerDay
Typereal
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UnitgramPerDay
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UnitgramPerDay
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Missing Value Code:  
CodeNA
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Explmodel start date
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Explmodel start date
Accuracy Report:                          
Accuracy Assessment:                          
Coverage:                          
Methods:                          

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/13a2450fd0467af260c282c448520a93
Name:me_epi_vars_output
Description:Model predictions for epilimnetic variables for Lake Mendota, 1995-2014
Number of Records:7305
Number of Columns:6

Table Structure
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Size:697132 byte
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Table Column Descriptions
 sampledatedo_valuepoc_l_valuepoc_r_valuedoc_l_valuedoc_r_value
Column Name:sampledate  
do_value  
poc_l_value  
poc_r_value  
doc_l_value  
doc_r_value  
Definition:Date of model prediction mass of dissolved oxygenmass of labile POCmass of recalcitrant POCmass of labile DOCmass of recalcitrant DOC
Storage Type:dateTime  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
Unitgram
Typereal
Unitgram
Typereal
Unitgram
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Unitgram
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Missing Value Code:            
Accuracy Report:            
Accuracy Assessment:            
Coverage:            
Methods:            

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/61db84419865ad09a53cecdda74f2ac9
Name:mo_epi_vars_output
Description:Model predicted epilimnetic variables for Lake Monona, 1995-2014
Number of Records:7305
Number of Columns:6

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Size:697242 byte
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Table Column Descriptions
 sampledatedo_valuepoc_l_valuepoc_r_valuedoc_l_valuedoc_r_value
Column Name:sampledate  
do_value  
poc_l_value  
poc_r_value  
doc_l_value  
doc_r_value  
Definition:Date of model prediction mass of dissolved oxygenmass of labile POCmass of recalcitrant POCmass of labile DOCmass of recalcitrant DOC
Storage Type:dateTime  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
Unitgram
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Missing Value Code:            
Accuracy Report:            
Accuracy Assessment:            
Coverage:            
Methods:            

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/87d16425a47296e651b3a0fcc8298830
Name:tr_epi_vars_output
Description:Modeled predictions of epilimnetic variables for Trout Lake, 1995-2014
Number of Records:7305
Number of Columns:6

Table Structure
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Size:697331 byte
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Table Column Descriptions
 sampledatedo_valuepoc_l_valuepoc_r_valuedoc_l_valuedoc_r_value
Column Name:sampledate  
do_value  
poc_l_value  
poc_r_value  
doc_l_value  
doc_r_value  
Definition:Date of model prediction mass of dissolved oxygenmass of labile POCmass of recalcitrant POCmass of labile DOCmass of recalcitrant DOC
Storage Type:dateTime  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
Unitgram
Typereal
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Missing Value Code:            
Accuracy Report:            
Accuracy Assessment:            
Coverage:            
Methods:            

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/376b2bf7296cea11ad4aa123659ae3c1
Name:al_epi_vars_output
Description:Modeled predictions of epilimnetic variables for Allequash Lake, 1995-2014
Number of Records:7305
Number of Columns:6

Table Structure
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Size:697067 byte
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Table Column Descriptions
 sampledatedo_valuepoc_l_valuepoc_r_valuedoc_l_valuedoc_r_value
Column Name:sampledate  
do_value  
poc_l_value  
poc_r_value  
doc_l_value  
doc_r_value  
Definition:Date of model prediction mass of dissolved oxygenmass of labile POCmass of recalcitrant POCmass of labile DOCmass of recalcitrant DOC
Storage Type:dateTime  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
Unitgram
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Missing Value Code:            
Accuracy Report:            
Accuracy Assessment:            
Coverage:            
Methods:            

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/2cd81d517c3242f0a1b944aa07c3d2fd
Name:bm_epi_vars_output
Description:Modeled predictions of epilimnetic variables for Big Muskellunge Lake, 1995-2014
Number of Records:7305
Number of Columns:6

Table Structure
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Size:697311 byte
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Table Column Descriptions
 sampledatedo_valuepoc_l_valuepoc_r_valuedoc_l_valuedoc_r_value
Column Name:sampledate  
do_value  
poc_l_value  
poc_r_value  
doc_l_value  
doc_r_value  
Definition:Date of model prediction mass of dissolved oxygenmass of labile POCmass of recalcitrant POCmass of labile DOCmass of recalcitrant DOC
Storage Type:dateTime  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
Unitgram
Typereal
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Missing Value Code:            
Accuracy Report:            
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Coverage:            
Methods:            

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/c978826ed9dce9bcf34d8190a9de65aa
Name:sp_epi_vars_output
Description:Modeled predictions of epilimnetic variables for Sparkling Lake, 1995-2014
Number of Records:7305
Number of Columns:6

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Table Column Descriptions
 sampledatedo_valuepoc_l_valuepoc_r_valuedoc_l_valuedoc_r_value
Column Name:sampledate  
do_value  
poc_l_value  
poc_r_value  
doc_l_value  
doc_r_value  
Definition:Date of model prediction mass of dissolved oxygenmass of labile POCmass of recalcitrant POCmass of labile DOCmass of recalcitrant DOC
Storage Type:dateTime  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
Unitgram
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Missing Value Code:            
Accuracy Report:            
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Methods:            

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/f24311549b4efbfc9e3b9d39ed725bd5
Name:me_hypo_vars_output
Description:Modeled predictions of hypolimnetic variables for Lake Mendota, 1995-2014
Number of Records:7305
Number of Columns:6

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Table Column Descriptions
 sampledatedo_valuepoc_l_valuepoc_r_valuedoc_l_valuedoc_r_value
Column Name:sampledate  
do_value  
poc_l_value  
poc_r_value  
doc_l_value  
doc_r_value  
Definition:Date of model prediction mass of dissolved oxygenmass of labile POCmass of recalcitrant POCmass of labile DOCmass of recalcitrant DOC
Storage Type:dateTime  
float  
float  
float  
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Measurement Type:dateTimeratioratioratioratioratio
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Unitgram
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Missing Value Code:            
Accuracy Report:            
Accuracy Assessment:            
Coverage:            
Methods:            

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/0df4c2adddd846ed99cc16164797d7b7
Name:mo_hypo_vars_output
Description:Modeled predictions of hypolimnetic variables for Lake Monona, 1995-2014
Number of Records:7305
Number of Columns:6

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Table Column Descriptions
 sampledatedo_valuepoc_l_valuepoc_r_valuedoc_l_valuedoc_r_value
Column Name:sampledate  
do_value  
poc_l_value  
poc_r_value  
doc_l_value  
doc_r_value  
Definition:Date of model prediction mass of dissolved oxygenmass of labile POCmass of recalcitrant POCmass of labile DOCmass of recalcitrant DOC
Storage Type:dateTime  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
Unitgram
Typereal
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Missing Value Code:            
Accuracy Report:            
Accuracy Assessment:            
Coverage:            
Methods:            

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/e43646eeb9658799d55ec598c1c44d8d
Name:tr_hypo_vars_output
Description:Modeled predictions of hypolimnetic variables for Trout Lake, 1995-2014
Number of Records:7305
Number of Columns:6

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Table Column Descriptions
 sampledatedo_valuepoc_l_valuepoc_r_valuedoc_l_valuedoc_r_value
Column Name:sampledate  
do_value  
poc_l_value  
poc_r_value  
doc_l_value  
doc_r_value  
Definition:Date of model prediction mass of dissolved oxygenmass of labile POCmass of recalcitrant POCmass of labile DOCmass of recalcitrant DOC
Storage Type:dateTime  
float  
float  
float  
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float  
Measurement Type:dateTimeratioratioratioratioratio
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Unitgram
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Missing Value Code:            
Accuracy Report:            
Accuracy Assessment:            
Coverage:            
Methods:            

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/91dd70379dbcc84b0316bba55852943c
Name:al_hypo_vars_output
Description:Modeled predictions of hypolimnetic variables for Allequash Lake, 1995-2014
Number of Records:7305
Number of Columns:6

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Table Column Descriptions
 sampledatedo_valuepoc_l_valuepoc_r_valuedoc_l_valuedoc_r_value
Column Name:sampledate  
do_value  
poc_l_value  
poc_r_value  
doc_l_value  
doc_r_value  
Definition:Date of model prediction mass of dissolved oxygenmass of labile POCmass of recalcitrant POCmass of labile DOCmass of recalcitrant DOC
Storage Type:dateTime  
float  
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Missing Value Code:            
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Accuracy Assessment:            
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Methods:            

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/6aeba0ea4b95c969e80fc7a3b2e7e446
Name:bm_hypo_vars_output
Description:Modeled predictions of hypolimnetic variables for Big Muskellunge Lake, 1995-2014
Number of Records:7305
Number of Columns:6

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Table Column Descriptions
 sampledatedo_valuepoc_l_valuepoc_r_valuedoc_l_valuedoc_r_value
Column Name:sampledate  
do_value  
poc_l_value  
poc_r_value  
doc_l_value  
doc_r_value  
Definition:Date of model prediction mass of dissolved oxygenmass of labile POCmass of recalcitrant POCmass of labile DOCmass of recalcitrant DOC
Storage Type:dateTime  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratio
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Missing Value Code:            
Accuracy Report:            
Accuracy Assessment:            
Coverage:            
Methods:            

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/5742c2284ea3b2c321bd8121150cc134
Name:sp_hypo_vars_output
Description:Modeled predictions of hypolimnetic variables for Sparkling Lake, 1995-2014
Number of Records:7305
Number of Columns:6

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Table Column Descriptions
 sampledatedo_valuepoc_l_valuepoc_r_valuedoc_l_valuedoc_r_value
Column Name:sampledate  
do_value  
poc_l_value  
poc_r_value  
doc_l_value  
doc_r_value  
Definition:Date of model prediction mass of dissolved oxygenmass of labile POCmass of recalcitrant POCmass of labile DOCmass of recalcitrant DOC
Storage Type:dateTime  
float  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratio
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Unitgram
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Missing Value Code:            
Accuracy Report:            
Accuracy Assessment:            
Coverage:            
Methods:            

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/a023f1630d77bc62e47fe9e9c7394f91
Name:me_driving_data
Description:Model driving data for Lake Mendota, 1995-2014
Number of Records:7305
Number of Columns:16

Table Structure
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Size:1509067 byte
Authentication:8f829c78a559884c2934724bc8248961 Calculated By MD5
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Table Column Descriptions
 sampledatenhd_lake_idthermocline_depthepi_temphypo_temparea_tdvolume_epivolume_hypotp_epi_approxtp_hypo_approxdo_sat_valueice flagUsed when calculating amount of DO gas exchange between lake and atmosphere i_radinflow_voloutflow_vol
Column Name:sampledate  
nhd_lake_id  
thermocline_depth  
epi_temp  
hypo_temp  
area_td  
volume_epi  
volume_hypo  
tp_epi_approx  
tp_hypo_approx  
do_sat_value  
ice  
gas_exchange_depth  
i_rad  
inflow_vol  
outflow_vol  
Definition:Date of model prediction nhdhr lake identifier Depth of the thermocline. NA when lake is mixedVolume-weighted average of epilimnetic temperatureVolume-weighted average of hypolimnetic temperatureArea at the thermocline. When lake is mixed, value is the lake surface areaEpilimnetic volume; Equal to whole-lake volume when lake is mixedHypolimnetic volume; Equal to zero when lake is mixedEpilimnetic Total Phosphorus values interpolated from observational data and then normalized for each individual lake on scale of 0-1Hypolimnetic Total Phosphorus values interpolated from observational data and then normalized for each individual lake on scale of 0-1Dissolved oxygen saturation value Flag for the presence of ice. Ice-on is TRUE, ice-off is FALSEDepth of atmospheric gas exchange incident radiation at water surface lake inflow volume lake outflow volume
Storage Type:dateTime  
string  
float  
float  
float  
float  
float  
float  
float  
float  
float  
string  
float  
float  
float  
float  
Measurement Type:dateTimenominalratioratioratioratioratioratioratioratiorationominalratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
Definitionnhdhr lake identifier
Unitmeter
Typereal
Unitcelsius
Typereal
Unitcelsius
Typereal
UnitmeterSquared
Typereal
UnitmeterCubed
Typereal
UnitmeterCubed
Typereal
UnitUnitless
Typereal
UnitUnitless
Typereal
Unitgram
Typereal
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeFalse
DefinitionIce-off
Source
Code Definition
CodeTrue
DefinitionIce-on
Source
Unitmeter
Typereal
UnitwattPerMeterSquared
Typereal
UnitmeterCubedPerDay
Typereal
UnitmeterCubedPerDay
Typereal
Missing Value Code:    
CodeNA
ExplLake is mixed
                     
CodeNA
Explmissing data
 
Accuracy Report:                                
Accuracy Assessment:                                
Coverage:                                
Methods:                                

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/2211d26657912ed1a334a43979a4917b
Name:mo_driving_data
Description:Model driving data for Lake Monona, 1995-2014
Number of Records:7305
Number of Columns:20

Table Structure
Object Name:mo_driving_info.csv
Size:2123492 byte
Authentication:40834cdbba5d7ed0812eb2d64695e997 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 sampledatenhd_lake_idthermocline_depthepi_temphypo_temparea_tdvolume_epivolume_hypotp_epi_approxtp_hypo_approxdo_sat_valueice flagUsed when calculating amount of DO gas exchange between lake and atmosphere i_radoutflow_volpocl_inflowpocr_inflowdocl_inflowdocr_inflowinflow_vol
Column Name:sampledate  
nhd_lake_id  
thermocline_depth  
epi_temp  
hypo_temp  
area_td  
volume_epi  
volume_hypo  
tp_epi_approx  
tp_hypo_approx  
do_sat_value  
ice  
gas_exchange_depth  
i_rad  
outflow_vol  
pocl_inflow  
pocr_inflow  
docl_inflow  
docr_inflow  
inflow_vol  
Definition:Date of model prediction nhdhr lake identifier Depth of the thermocline. NA when lake is mixedVolume-weighted average of epilimnetic temperatureVolume-weighted average of hypolimnetic temperatureArea at the thermocline. When lake is mixed, value is the lake surface areaEpilimnetic volume; Equal to whole-lake volume when lake is mixedHypolimnetic volume; Equal to zero when lake is mixedEpilimnetic Total Phosphorus values interpolated from observational data and then normalized for each individual lake on scale of 0-1Hypolimnetic Total Phosphorus values interpolated from observational data and then normalized for each individual lake on scale of 0-1Dissolved oxygen saturation value Flag for the presence of ice. Ice-on is TRUE, ice-off is FALSEDepth of atmospheric gas exchange incident radiation at water surface lake outflow volume labile POC inflow from Mendota recalcitrant POC inflow from Mendota labile DOC inflow from Mendota recalcitrant DOC inflow from Lake Mendotalake inflow volume; values are NA because inflow is calculated from OC outflow of Lake Mendota
Storage Type:dateTime  
string  
float  
float  
float  
float  
float  
float  
float  
float  
float  
string  
float  
float  
float  
float  
float  
float  
float  
float  
Measurement Type:dateTimenominalratioratioratioratioratioratioratioratiorationominalratioratioratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
Definitionnhdhr lake identifier
Unitmeter
Typereal
Unitcelsius
Typereal
Unitcelsius
Typereal
UnitmeterSquared
Typereal
UnitmeterCubed
Typereal
UnitmeterCubed
Typereal
UnitUnitless
Typereal
UnitUnitless
Typereal
Unitgram
Typereal
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeFalse
DefinitionIce-off
Source
Code Definition
CodeTrue
DefinitionIce-on
Source
Unitmeter
Typereal
UnitwattPerMeterSquared
Typereal
UnitmeterCubedPerDay
Typereal
UnitgramPerDay
Typereal
UnitgramPerDay
Typereal
UnitgramPerDay
Typereal
UnitgramPerDay
Typereal
UnitmeterCubedPerDay
Typereal
Missing Value Code:    
CodeNA
ExplLake is mixed
                       
CodeNA
Explmodel start date
CodeNA
Explmodel start date
CodeNA
Explmodel start date
CodeNA
Explmodel start date
CodeNA
Explmissing data
Accuracy Report:                                        
Accuracy Assessment:                                        
Coverage:                                        
Methods:                                        

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/1ba373a7b940ec26191dc389a25097f0
Name:tr_driving_data
Description:Model driving data for Trout Lake, 1995-2014
Number of Records:7305
Number of Columns:16

Table Structure
Object Name:tr_driving_info.csv
Size:1574651 byte
Authentication:631e4bd80166133d58026717d0e1a245 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 sampledatenhd_lake_idthermocline_depthepi_temphypo_temparea_tdvolume_epivolume_hypotp_epi_approxtp_hypo_approxdo_sat_valueice flagUsed when calculating amount of DO gas exchange between lake and atmosphere i_radinflow_voloutflow_vol
Column Name:sampledate  
nhd_lake_id  
thermocline_depth  
epi_temp  
hypo_temp  
area_td  
volume_epi  
volume_hypo  
tp_epi_approx  
tp_hypo_approx  
do_sat_value  
ice  
gas_exchange_depth  
i_rad  
inflow_vol  
outflow_vol  
Definition:Date of model prediction nhdhr lake identifier Depth of the thermocline. NA when lake is mixedVolume-weighted average of epilimnetic temperatureVolume-weighted average of hypolimnetic temperatureArea at the thermocline. When lake is mixed, value is the lake surface areaEpilimnetic volume; Equal to whole-lake volume when lake is mixedHypolimnetic volume; Equal to zero when lake is mixedEpilimnetic Total Phosphorus values interpolated from observational data and then normalized for each individual lake on scale of 0-1Hypolimnetic Total Phosphorus values interpolated from observational data and then normalized for each individual lake on scale of 0-1Dissolved oxygen saturation value Flag for the presence of ice. Ice-on is TRUE, ice-off is FALSEDepth of atmospheric gas exchange incident radiation at water surface lake inflow volume lake outflow volume
Storage Type:dateTime  
string  
float  
float  
float  
float  
float  
float  
float  
float  
float  
string  
float  
float  
float  
float  
Measurement Type:dateTimenominalratioratioratioratioratioratioratioratiorationominalratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
Definitionnhdhr lake identifier
Unitmeter
Typereal
Unitcelsius
Typereal
Unitcelsius
Typereal
UnitmeterSquared
Typereal
UnitmeterCubed
Typereal
UnitmeterCubed
Typereal
UnitUnitless
Typereal
UnitUnitless
Typereal
Unitgram
Typereal
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeFalse
DefinitionIce-off
Source
Code Definition
CodeTrue
DefinitionIce-on
Source
Unitmeter
Typereal
UnitwattPerMeterSquared
Typereal
UnitmeterCubedPerDay
Typereal
UnitmeterCubedPerDay
Typereal
Missing Value Code:    
CodeNA
ExplLake is mixed
                         
Accuracy Report:                                
Accuracy Assessment:                                
Coverage:                                
Methods:                                

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/0f3f66107aaabcb671b230a0261e380a
Name:al_driving_data
Description:Model driving data for Allequash Lake, 1995-2014
Number of Records:7305
Number of Columns:16

Table Structure
Object Name:al_driving_info.csv
Size:1608990 byte
Authentication:b5845c979cac964b42f99a4f5a11297d Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 sampledatenhd_lake_idthermocline_depthepi_temphypo_temparea_tdvolume_epivolume_hypotp_epi_approxtp_hypo_approxdo_sat_valueice flagUsed when calculating amount of DO gas exchange between lake and atmosphere i_radinflow_voloutflow_vol
Column Name:sampledate  
nhd_lake_id  
thermocline_depth  
epi_temp  
hypo_temp  
area_td  
volume_epi  
volume_hypo  
tp_epi_approx  
tp_hypo_approx  
do_sat_value  
ice  
gas_exchange_depth  
i_rad  
inflow_vol  
outflow_vol  
Definition:Date of model prediction nhdhr lake identifier Depth of the thermocline. NA when lake is mixedVolume-weighted average of epilimnetic temperatureVolume-weighted average of hypolimnetic temperatureArea at the thermocline. When lake is mixed, value is the lake surface areaEpilimnetic volume; Equal to whole-lake volume when lake is mixedHypolimnetic volume; Equal to zero when lake is mixedEpilimnetic Total Phosphorus values interpolated from observational data and then normalized for each individual lake on scale of 0-1Hypolimnetic Total Phosphorus values interpolated from observational data and then normalized for each individual lake on scale of 0-1Dissolved oxygen saturation value Flag for the presence of ice. Ice-on is TRUE, ice-off is FALSEDepth of atmospheric gas exchange incident radiation at water surface lake inflow volume lake outflow volume
Storage Type:dateTime  
string  
float  
float  
float  
float  
float  
float  
float  
float  
float  
string  
float  
float  
float  
float  
Measurement Type:dateTimenominalratioratioratioratioratioratioratioratiorationominalratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
Definitionnhdhr lake identifier
Unitmeter
Typereal
Unitcelsius
Typereal
Unitcelsius
Typereal
UnitmeterSquared
Typereal
UnitmeterCubed
Typereal
UnitmeterCubed
Typereal
UnitUnitless
Typereal
UnitUnitless
Typereal
Unitgram
Typereal
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeFalse
DefinitionIce-off
Source
Code Definition
CodeTrue
DefinitionIce-on
Source
Unitmeter
Typereal
UnitwattPerMeterSquared
Typereal
UnitmeterCubedPerDay
Typereal
UnitmeterCubedPerDay
Typereal
Missing Value Code:    
CodeNA
ExplLake is mixed
                         
Accuracy Report:                                
Accuracy Assessment:                                
Coverage:                                
Methods:                                

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/cdae3adfc14793483a7d1c2a799fe50d
Name:bm_driving_data
Description:Model driving data for Big Muskellunge Lake, 1995-2014
Number of Records:7305
Number of Columns:16

Table Structure
Object Name:bm_driving_info.csv
Size:1556135 byte
Authentication:22262b1e0f4f114857971ab4528f12d2 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 sampledatenhd_lake_idthermocline_depthepi_temphypo_temparea_tdvolume_epivolume_hypotp_epi_approxtp_hypo_approxdo_sat_valueice flagUsed when calculating amount of DO gas exchange between lake and atmosphere i_radinflow_voloutflow_vol
Column Name:sampledate  
nhd_lake_id  
thermocline_depth  
epi_temp  
hypo_temp  
area_td  
volume_epi  
volume_hypo  
tp_epi_approx  
tp_hypo_approx  
do_sat_value  
ice  
gas_exchange_depth  
i_rad  
inflow_vol  
outflow_vol  
Definition:Date of model prediction nhdhr lake identifier Depth of the thermocline. NA when lake is mixedVolume-weighted average of epilimnetic temperatureVolume-weighted average of hypolimnetic temperatureArea at the thermocline. When lake is mixed, value is the lake surface areaEpilimnetic volume; Equal to whole-lake volume when lake is mixedHypolimnetic volume; Equal to zero when lake is mixedEpilimnetic Total Phosphorus values interpolated from observational data and then normalized for each individual lake on scale of 0-1Hypolimnetic Total Phosphorus values interpolated from observational data and then normalized for each individual lake on scale of 0-1Dissolved oxygen saturation value Flag for the presence of ice. Ice-on is TRUE, ice-off is FALSEDepth of atmospheric gas exchange incident radiation at water surface lake inflow volume lake outflow volume
Storage Type:dateTime  
string  
float  
float  
float  
float  
float  
float  
float  
float  
float  
string  
float  
float  
float  
float  
Measurement Type:dateTimenominalratioratioratioratioratioratioratioratiorationominalratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
Definitionnhdhr lake identifier
Unitmeter
Typereal
Unitcelsius
Typereal
Unitcelsius
Typereal
UnitmeterSquared
Typereal
UnitmeterCubed
Typereal
UnitmeterCubed
Typereal
UnitUnitless
Typereal
UnitUnitless
Typereal
Unitgram
Typereal
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeFalse
DefinitionIce-off
Source
Code Definition
CodeTrue
DefinitionIce-on
Source
Unitmeter
Typereal
UnitwattPerMeterSquared
Typereal
UnitmeterCubedPerDay
Typereal
UnitmeterCubedPerDay
Typereal
Missing Value Code:    
CodeNA
ExplLake is mixed
                         
Accuracy Report:                                
Accuracy Assessment:                                
Coverage:                                
Methods:                                

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/9fb36e13944315fa8e8822e9b55777c8
Name:sp_driving_data
Description:Model driving data for Sparkling Lake, 1995-2014
Number of Records:7305
Number of Columns:16

Table Structure
Object Name:sp_driving_info.csv
Size:1621644 byte
Authentication:39ba1ecd0ba60cf9e2b12bdfd7e74f0c Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 sampledatenhd_lake_idthermocline_depthepi_temphypo_temparea_tdvolume_epivolume_hypotp_epi_approxtp_hypo_approxdo_sat_valueice flagUsed when calculating amount of DO gas exchange between lake and atmosphere i_radinflow_voloutflow_vol
Column Name:sampledate  
nhd_lake_id  
thermocline_depth  
epi_temp  
hypo_temp  
area_td  
volume_epi  
volume_hypo  
tp_epi_approx  
tp_hypo_approx  
do_sat_value  
ice  
gas_exchange_depth  
i_rad  
inflow_vol  
outflow_vol  
Definition:Date of model prediction nhdhr lake identifier Depth of the thermocline. NA when lake is mixedVolume-weighted average of epilimnetic temperatureVolume-weighted average of hypolimnetic temperatureArea at the thermocline. When lake is mixed, value is the lake surface areaEpilimnetic volume; Equal to whole-lake volume when lake is mixedHypolimnetic volume; Equal to zero when lake is mixedEpilimnetic Total Phosphorus values interpolated from observational data and then normalized for each individual lake on scale of 0-1Hypolimnetic Total Phosphorus values interpolated from observational data and then normalized for each individual lake on scale of 0-1Dissolved oxygen saturation value Flag for the presence of ice. Ice-on is TRUE, ice-off is FALSEDepth of atmospheric gas exchange incident radiation at water surface lake inflow volume lake outflow volume
Storage Type:dateTime  
string  
float  
float  
float  
float  
float  
float  
float  
float  
float  
string  
float  
float  
float  
float  
Measurement Type:dateTimenominalratioratioratioratioratioratioratioratiorationominalratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
Definitionnhdhr lake identifier
Unitmeter
Typereal
Unitcelsius
Typereal
Unitcelsius
Typereal
UnitmeterSquared
Typereal
UnitmeterCubed
Typereal
UnitmeterCubed
Typereal
UnitUnitless
Typereal
UnitUnitless
Typereal
Unitgram
Typereal
Allowed Values and Definitions
Enumerated Domain 
Code Definition
CodeFalse
DefinitionIce-off
Source
Code Definition
CodeTrue
DefinitionIce-on
Source
Unitmeter
Typereal
UnitwattPerMeterSquared
Typereal
UnitmeterCubedPerDay
Typereal
UnitmeterCubedPerDay
Typereal
Missing Value Code:    
CodeNA
ExplLake is mixed
                         
Accuracy Report:                                
Accuracy Assessment:                                
Coverage:                                
Methods:                                

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/4621f92f0bd89fee77cf00ca5751480d
Name:me_supplemental_output
Description:other calculated information for Lake Mendota that is part of model output, 1995-2014
Number of Records:7305
Number of Columns:17

Table Structure
Object Name:me_supplemental_output.csv
Size:1676650 byte
Authentication:efbc78e7f086c00ee2146ff21b49dba3 Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 sampledatelec_epi_valueepi_lighthypo_lightentrainment_multiplierepi_theta_nppepi_theta_resphypo_theta_npphypo_theta_respmm_epimm_hypoo2_diff_valuelec_hypo_valuetd_lightmeandepth_lightsed_area_epised_area_hypo
Column Name:sampledate  
lec_epi_value  
epi_light  
hypo_light  
entrainment_multiplier  
epi_theta_npp  
epi_theta_resp  
hypo_theta_npp  
hypo_theta_resp  
mm_epi  
mm_hypo  
o2_diff_value  
lec_hypo_value  
td_light  
meandepth_light  
sed_area_epi  
sed_area_hypo  
Definition:Date of model prediction total light extinction coefficient for the epilimnion Volume-weighted average of incident light for the epilimnionVolume-weighted average of incident radiation for the hypolimnionproportion of mass moved during entrainment; positive value means mass added to epi; negative means mass added to hypovalue returned from epilimnetic NPP Arrhenius equation; used for temperature adjustmentvalue returned from epilimnetic respiration Arrhenius equation; used for temperature adjustmentvalue returned from hypolimnetic NPP Arrhenius equation; used for temperature adjustmentvalue returned from hypolimnetic respiration Arrhenius equation; used for temperature adjustmentvalue returned from epilimnetic Michaelis-Menten equation; used for oxygen avaelaibily adjustment for respirationvalue returned from hypolimnetic Michaelis-Menten equation; used for oxygen avaelaibily adjustment for respirationdifference between DO saturation concentration and modeled DO concentration; positive value means DO in lake is undersaturated; negative value means DO in lake is supersaturatedtotal light extinction coefficient for the hypolimnion light at the thermoclinelight at the lake meandepth; value is only calculated when lake is stratifiedepilimnetic sediment areahypolimnetic sediment area
Storage Type:dateTime  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
string  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
UnitperMeter
Typereal
UnitwattPerMeterSquared
Typereal
UnitwattPerMeterSquared
Typereal
UnitperDay
Typereal
UnitUnitless
Typereal
UnitUnitless
Typereal
UnitUnitless
Typereal
UnitUnitless
Typereal
UnitUnitless
Typereal
UnitUnitless
Typereal
UnitgramPerMeterCubed
Typereal
UnitperMeter
Typereal
UnitwattPerMeterSquared
Typereal
UnitwattPerMeterSquared
Typereal
UnitmeterSquared
Typereal
UnitmeterSquared
Typereal
Missing Value Code:  
CodeNA
Explmodel start date
CodeNA
Explmodel start date
CodeNA
Explmodel start date
CodeNA
ExplLake is mixed
CodeNA
Explmodel start date
CodeNA
Explmodel start date
CodeNA
Explmodel start date
CodeNA
Explmodel start date
CodeNA
Explmodel start date
CodeNA
Explmodel start date
CodeNA
Explmodel start date
CodeNA
Explmodel start date
CodeNA
ExplLake is mixed
CodeNA
ExplLake is mixed
CodeNA
Explmodel start date
CodeNA
Explmodel start date
Accuracy Report:                                  
Accuracy Assessment:                                  
Coverage:                                  
Methods:                                  

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/e069132e93406e2362062cdfc9d2451e
Name:mo_supplemental_output
Description:other calculated information for Lake Monona that is part of model output, 1995-2014
Number of Records:7305
Number of Columns:17

Table Structure
Object Name:mo_supplemental_output.csv
Size:1677695 byte
Authentication:9ac5ccd367a3e0154e7c55574328c43a Calculated By MD5
Text Format:
Number of Header Lines:1
Record Delimiter:\n
Orientation:column
Simple Delimited:
Field Delimiter:,
Quote Character:"

Table Column Descriptions
 sampledatelec_epi_valueepi_lighthypo_lightentrainment_multiplierepi_theta_nppepi_theta_resphypo_theta_npphypo_theta_respmm_epimm_hypoo2_diff_valuelec_hypo_valuetd_lightmeandepth_lightsed_area_epised_area_hypo
Column Name:sampledate  
lec_epi_value  
epi_light  
hypo_light  
entrainment_multiplier  
epi_theta_npp  
epi_theta_resp  
hypo_theta_npp  
hypo_theta_resp  
mm_epi  
mm_hypo  
o2_diff_value  
lec_hypo_value  
td_light  
meandepth_light  
sed_area_epi  
sed_area_hypo  
Definition:Date of model prediction total light extinction coefficient for the epilimnion Volume-weighted average of incident light for the epilimnionVolume-weighted average of incident radiation for the hypolimnionproportion of mass moved during entrainment; positive value means mass added to epi; negative means mass added to hypovalue returned from epilimnetic NPP Arrhenius equation; used for temperature adjustmentvalue returned from epilimnetic respiration Arrhenius equation; used for temperature adjustmentvalue returned from hypolimnetic NPP Arrhenius equation; used for temperature adjustmentvalue returned from hypolimnetic respiration Arrhenius equation; used for temperature adjustmentvalue returned from epilimnetic Michaelis-Menten equation; used for oxygen avaelaibily adjustment for respirationvalue returned from hypolimnetic Michaelis-Menten equation; used for oxygen avaelaibily adjustment for respirationdifference between DO saturation concentration and modeled DO concentration; positive value means DO in lake is undersaturated; negative value means DO in lake is supersaturatedtotal light extinction coefficient for the hypolimnion light at the thermoclinelight at the lake meandepth; value is only calculated when lake is stratifiedepilimnetic sediment areahypolimnetic sediment area
Storage Type:dateTime  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
float  
string  
float  
float  
float  
float  
Measurement Type:dateTimeratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
UnitperMeter
Typereal
UnitwattPerMeterSquared
Typereal
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Accuracy Report:                                  
Accuracy Assessment:                                  
Coverage:                                  
Methods:                                  

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/933334c9a69eeb21d9baaf6e8a0e6c2f
Name:tr_supplemental_output
Description:other calculated information for Trout Lake that is part of model output, 1995-2014
Number of Records:7305
Number of Columns:17

Table Structure
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Table Column Descriptions
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Column Name:sampledate  
lec_epi_value  
epi_light  
hypo_light  
entrainment_multiplier  
epi_theta_npp  
epi_theta_resp  
hypo_theta_npp  
hypo_theta_resp  
mm_epi  
mm_hypo  
o2_diff_value  
lec_hypo_value  
td_light  
meandepth_light  
sed_area_epi  
sed_area_hypo  
Definition:Date of model prediction total light extinction coefficient for the epilimnion Volume-weighted average of incident light for the epilimnionVolume-weighted average of incident radiation for the hypolimnionproportion of mass moved during entrainment; positive value means mass added to epi; negative means mass added to hypovalue returned from epilimnetic NPP Arrhenius equation; used for temperature adjustmentvalue returned from epilimnetic respiration Arrhenius equation; used for temperature adjustmentvalue returned from hypolimnetic NPP Arrhenius equation; used for temperature adjustmentvalue returned from hypolimnetic respiration Arrhenius equation; used for temperature adjustmentvalue returned from epilimnetic Michaelis-Menten equation; used for oxygen avaelaibily adjustment for respirationvalue returned from hypolimnetic Michaelis-Menten equation; used for oxygen avaelaibily adjustment for respirationdifference between DO saturation concentration and modeled DO concentration; positive value means DO in lake is undersaturated; negative value means DO in lake is supersaturatedtotal light extinction coefficient for the hypolimnion light at the thermoclinelight at the lake meandepth; value is only calculated when lake is stratifiedepilimnetic sediment areahypolimnetic sediment area
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Accuracy Report:                                  
Accuracy Assessment:                                  
Coverage:                                  
Methods:                                  

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/5b6b394431304e395ab97f5917dc2d70
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Description:other calculated information for Allequash Lake that is part of model output, 1995-2014
Number of Records:7305
Number of Columns:17

Table Structure
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Table Column Descriptions
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Column Name:sampledate  
lec_epi_value  
epi_light  
hypo_light  
entrainment_multiplier  
epi_theta_npp  
epi_theta_resp  
hypo_theta_npp  
hypo_theta_resp  
mm_epi  
mm_hypo  
o2_diff_value  
lec_hypo_value  
td_light  
meandepth_light  
sed_area_epi  
sed_area_hypo  
Definition:Date of model prediction total light extinction coefficient for the epilimnion Volume-weighted average of incident light for the epilimnionVolume-weighted average of incident radiation for the hypolimnionproportion of mass moved during entrainment; positive value means mass added to epi; negative means mass added to hypovalue returned from epilimnetic NPP Arrhenius equation; used for temperature adjustmentvalue returned from epilimnetic respiration Arrhenius equation; used for temperature adjustmentvalue returned from hypolimnetic NPP Arrhenius equation; used for temperature adjustmentvalue returned from hypolimnetic respiration Arrhenius equation; used for temperature adjustmentvalue returned from epilimnetic Michaelis-Menten equation; used for oxygen avaelaibily adjustment for respirationvalue returned from hypolimnetic Michaelis-Menten equation; used for oxygen avaelaibily adjustment for respirationdifference between DO saturation concentration and modeled DO concentration; positive value means DO in lake is undersaturated; negative value means DO in lake is supersaturatedtotal light extinction coefficient for the hypolimnion light at the thermoclinelight at the lake meandepth; value is only calculated when lake is stratifiedepilimnetic sediment areahypolimnetic sediment area
Storage Type:dateTime  
float  
float  
float  
float  
float  
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float  
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Measurement Type:dateTimeratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
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Typereal
UnitwattPerMeterSquared
Typereal
UnitwattPerMeterSquared
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UnitperDay
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UnitUnitless
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UnitUnitless
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UnitUnitless
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UnitperMeter
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UnitwattPerMeterSquared
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UnitwattPerMeterSquared
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UnitmeterSquared
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Explmodel start date
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CodeNA
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ExplLake is mixed
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CodeNA
Explmodel start date
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Explmodel start date
Accuracy Report:                                  
Accuracy Assessment:                                  
Coverage:                                  
Methods:                                  

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/5632d910b55311323d380893d9478fb8
Name:bm_supplemental_output
Description:other calculated information for Big Muskellunge Lake that is part of model output, 1995-2014
Number of Records:7305
Number of Columns:17

Table Structure
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Column Name:sampledate  
lec_epi_value  
epi_light  
hypo_light  
entrainment_multiplier  
epi_theta_npp  
epi_theta_resp  
hypo_theta_npp  
hypo_theta_resp  
mm_epi  
mm_hypo  
o2_diff_value  
lec_hypo_value  
td_light  
meandepth_light  
sed_area_epi  
sed_area_hypo  
Definition:Date of model prediction total light extinction coefficient for the epilimnion Volume-weighted average of incident light for the epilimnionVolume-weighted average of incident radiation for the hypolimnionproportion of mass moved during entrainment; positive value means mass added to epi; negative means mass added to hypovalue returned from epilimnetic NPP Arrhenius equation; used for temperature adjustmentvalue returned from epilimnetic respiration Arrhenius equation; used for temperature adjustmentvalue returned from hypolimnetic NPP Arrhenius equation; used for temperature adjustmentvalue returned from hypolimnetic respiration Arrhenius equation; used for temperature adjustmentvalue returned from epilimnetic Michaelis-Menten equation; used for oxygen avaelaibily adjustment for respirationvalue returned from hypolimnetic Michaelis-Menten equation; used for oxygen avaelaibily adjustment for respirationdifference between DO saturation concentration and modeled DO concentration; positive value means DO in lake is undersaturated; negative value means DO in lake is supersaturatedtotal light extinction coefficient for the hypolimnion light at the thermoclinelight at the lake meandepth; value is only calculated when lake is stratifiedepilimnetic sediment areahypolimnetic sediment area
Storage Type:dateTime  
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Measurement Type:dateTimeratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
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UnitperDay
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UnitUnitless
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UnitwattPerMeterSquared
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UnitmeterSquared
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Missing Value Code:  
CodeNA
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Accuracy Report:                                  
Accuracy Assessment:                                  
Coverage:                                  
Methods:                                  

Data Table

Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/872cb1bb0f035039c34c4800f5635a6c
Name:sp_supplemental_output
Description:other calculated information for Sparkling Lake that is part of model output, 1995-2014
Number of Records:7305
Number of Columns:17

Table Structure
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Table Column Descriptions
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Column Name:sampledate  
lec_epi_value  
epi_light  
hypo_light  
entrainment_multiplier  
epi_theta_npp  
epi_theta_resp  
hypo_theta_npp  
hypo_theta_resp  
mm_epi  
mm_hypo  
o2_diff_value  
lec_hypo_value  
td_light  
meandepth_light  
sed_area_epi  
sed_area_hypo  
Definition:Date of model prediction total light extinction coefficient for the epilimnion Volume-weighted average of incident light for the epilimnionVolume-weighted average of incident radiation for the hypolimnionproportion of mass moved during entrainment; positive value means mass added to epi; negative means mass added to hypovalue returned from epilimnetic NPP Arrhenius equation; used for temperature adjustmentvalue returned from epilimnetic respiration Arrhenius equation; used for temperature adjustmentvalue returned from hypolimnetic NPP Arrhenius equation; used for temperature adjustmentvalue returned from hypolimnetic respiration Arrhenius equation; used for temperature adjustmentvalue returned from epilimnetic Michaelis-Menten equation; used for oxygen avaelaibily adjustment for respirationvalue returned from hypolimnetic Michaelis-Menten equation; used for oxygen avaelaibily adjustment for respirationdifference between DO saturation concentration and modeled DO concentration; positive value means DO in lake is undersaturated; negative value means DO in lake is supersaturatedtotal light extinction coefficient for the hypolimnion light at the thermoclinelight at the lake meandepth; value is only calculated when lake is stratifiedepilimnetic sediment areahypolimnetic sediment area
Storage Type:dateTime  
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Measurement Type:dateTimeratioratioratioratioratioratioratioratioratioratioratioratioratioratioratioratio
Measurement Values Domain:
FormatYYYY-MM-DD
Precision
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Missing Value Code:  
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Accuracy Report:                                  
Accuracy Assessment:                                  
Coverage:                                  
Methods:                                  

Non-Categorized Data Resource

Name:run_model_script
Entity Type:R
Description:Main script for setting up driving data, running model, and saving output
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Non-Categorized Data Resource

Name:main_metab_function_model_script
Entity Type:R
Description:Script that contains code for running the model
Physical Structure Description:
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Description:Script for formatting driving data and observational data for model
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Name:td_assign_model_script
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Description:Script for calculating stratification dynamics in model
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Name:volume_weighted_avg_model_script
Entity Type:R
Description:Script for calculating volume weighted averages for observational data in model
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Data:https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/421/1/8df7ae5b9ab0e9800a324a9fc8b86f41

Data Package Usage Rights

This data package is released to the "public domain" under Creative Commons CC0 1.0 "No Rights Reserved" (see: https://creativecommons.org/publicdomain/zero/1.0/). It is considered professional etiquette to provide attribution of the original work if this data package is shared in whole or by individual components. A generic citation is provided for this data package on the website https://portal.edirepository.org (herein "website") in the summary metadata page. Communication (and collaboration) with the creators of this data package is recommended to prevent duplicate research or publication. This data package (and its components) is made available "as is" and with no warranty of accuracy or fitness for use. The creators of this data package and the website shall not be liable for any damages resulting from misinterpretation or misuse of the data package or its components. Periodic updates of this data package may be available from the website. Thank you.

Keywords

By Thesaurus:
LTER Controlled Vocabularylakes, organic carbon, carbon cycling, modeling, models, dissolved oxygen, metabolism, net primary production, respiration, secchi depth, water quality

Methods and Protocols

These methods, instrumentation and/or protocols apply to all data in this dataset:

Methods and protocols used in the collection of this data package
Description:
Data included in this package include output, driving data, and supplemental calculated information for a modeling study.

People and Organizations

Publishers:
Organization:Environmental Data Initiative
Email Address:
info@edirepository.org
Web Address:
https://edirepository.org
Id:https://ror.org/0330j0z60
Creators:
Individual: Austin Delany
Organization:Center for Limnology, UW-Madison
Email Address:
addelany@gmail.com
Id:https://orcid.org/0000-0002-2266-6300
Contacts:
Individual: Austin Delany
Email Address:
addelany@gmail.com
Id:https://orcid.org/0000-0002-2266-6300
Associated Parties:
Individual: Paul C Hanson
Email Address:
pchanson@wisc.edu
Id:https://orcid.org/0000-0001-8533-6061
Role:Advisor
Metadata Providers:
Individual: Delany
Email Address:
addelany@gmail.com
Id:https://orcid.org/0000-0002-2266-6300

Temporal, Geographic and Taxonomic Coverage

Temporal, Geographic and/or Taxonomic information that applies to all data in this dataset:

Time Period
Begin:
1995-01-01
End:
2014-12-31
Geographic Region:
Description:Six lakes in Wisconsin, USA
Bounding Coordinates:
Northern:  46.1182467205Southern:  43.1009839621
Western:  -89.8994565191Eastern:  -89.031753149

Project

Parent Project Information:

Title:The Influence of Carbon Cycling on Metabolism and Oxygen Depletion in North-Temperate Lakes
Personnel:
Individual: Austin Delany
Email Address:
addelany@wisc.edu
Id:https://orcid.org/0000-0002-2266-6300
Role:Main data creator
Individual: Paul C Hanson
Email Address:
pchanson@wisc.edu
Id:https://orcid.org/0000-0001-8533-6061
Role:Advisor
Abstract:

Hypolimnetic oxygen depletion during summer stratification in lakes can lead to hypoxic and anoxic conditions. Anoxia is a water quality issue with many consequences, including reduced habitat for cold-water fish species, reduced quality of drinking water, and increased nutrient and organic carbon (OC) release from sediments. Both allochthonous and autochthonous OC loads contribute to oxygen depletion by providing substrate for microbial respiration, however there are still unknowns regarding their relative importance in depleting oxygen across diverse lake systems. Lake characteristics such as trophic state, hydrology, and morphometry are also influential in carbon cycling processes and may impact oxygen depletion dynamics. To investigate the effects of carbon cycling on hypolimnetic oxygen depletion, we used a two-layer process-based lake model to simulate daily metabolism dynamics for six Wisconsin lakes over a twenty year period (1995-2014). Physical processes and internal metabolic processes were included in the model and were used to make daily predictions of dissolved oxygen (DO), particulate OC (POC), and dissolved OC (DOC). In our study, which included oligotrophic, mesotrophic, and eutrophic lakes, we found autochthony to be far more important than allochthony to hypolimnetic oxygen depletion. Autochthonous POC respiration in the water column contributed the most towards hypolimnetic oxygen depletion in the eutrophic study lakes. POC water column respiration and sediment respiration both had majority contributions across the mesotrophic and oligotrophic study lakes, and these differences are discussed with consideration of lake hydrology and morphometry characteristics.

Additional Award Information:
Funder:National Science Foundation
Title:Harnessing the Data Revolution

Maintenance

Maintenance:
Description:

This data is published as part of a Master's thesis project, and therefore will not be maintained following the initial submission.

Frequency:notPlanned
Other Metadata

Additional Metadata

additionalMetadata
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        |     |     |     |     |___text 'cubic meters per day'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'perMeter'
        |     |     |     |  \___attribute 'name' = 'perMeter'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'per meter '
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'perDay'
        |     |     |     |  \___attribute 'name' = 'perDay'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'per day'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'gramPerMeterCubed'
        |     |     |     |  \___attribute 'name' = 'gramPerMeterCubed'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'grams per meter cubed'
        |     |     |     |___text '\n        '
        |     |     |___text '\n      '
        |     |___text '\n    '
        |___text '\n  '

Additional Metadata

additionalMetadata
        |___text '\n    '
        |___element 'metadata'
        |     |___text '\n      '
        |     |___element 'emlEditor'
        |     |        \___attribute 'app' = 'ezEML'
        |     |        \___attribute 'release' = '2022.09.28'
        |     |___text '\n    '
        |___text '\n  '

EDI is a collaboration between the University of New Mexico and the University of Wisconsin – Madison, Center for Limnology:

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