Data Package Metadata View Summary

WSC - The Influence of Legacy P on Lake Water Quality

General Information

Data Package:
Local Identifier:	knb-lter-ntl.384.1
Title:	WSC - The Influence of Legacy P on Lake Water Quality
Alternate Identifier:	DOI PLACE HOLDER
Abstract:	Using a suite of numerical models, we investigated the influence of legacy P on water quality in the Yahara Watershed of southern Wisconsin, USA. The suite included Agro-IBIS, a terrestrial ecosystem model; THMB, a hydrologic and nutrient routing model; and the Yahara Water Quality Model which estimates water quality indicators in the Yahara chain of lakes. Using five alternative scenarios of antecedent P storage (legacy P) in soils and channels under historical climate conditions, we simulated outcomes of P yield from the landscape, lake P loading, and three lake water quality indicators.
Publication Date:	2020-02-24
Language:	English

Time Period

Begin:

1987-06-30

End:

2013-09-07

People and Organizations
Contact:	Carpenter, Stephen (University of Wisconsin) [ email ]
Contact:	Kucharik, Christopher (University of Wisconsin) [ email ]
Creator:	Motew, Melissa (University of Wisconsin)
Creator:	Carpenter, Stephen (University of Wisconsin)
Creator:	Kucharik, Christopher (University of Wisconsin)
Creator:	Booth, Eric (University of Wisconsin)

Data Entities
Data Table Name:	Lake_P_experiment_Final_variedChannelP_2016-07-10
Description:	Model input direct drainage P load
Data Table Name:	WQfromSoilPExpts_VCP with Daphnia_2016-07-10
Description:	Model output with Daphnia
Data Table Name:	WQfromSoilPExpts_VCP without Daphnia_2016-07-10
Description:	Model output without Daphnia

Detailed Metadata

Data Entities

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/384/1/011fad0d7856dc2abb0bc6e4af63585c
Name:	Lake_P_experiment_Final_variedChannelP_2016-07-10
Description:	Model input direct drainage P load
Number of Records:	27
Number of Columns:	21

Table Structure

Object Name:

Lake_P_experiment_Final_variedChannelP_2016-07-10.csv

Size:

4009

Authentication:

c16b7cf629a408d7b46e426c2f9ea10a Calculated By MD5

Authentication:

7308b32ab3a0845567baf2545ca39daf5ab894f2 Calculated By SHA-1

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

year

Mendota_Exp1

Monona_Exp1

Waubesa_Exp1

Kegonsa_Expt1

Mendota_Exp2

Monona_Exp2

Waubesa_Exp2

Kegonsa_Exp2

Mendota_Exp3

Monona_Exp3

Waubesa_Expt3

Kegonsa_Exp3

Mendota_Exp4

Monona_Exp4

Waubesa_Exp4

Kegonsa_Exp4

Mendota_Exp5

Monona_Exp5

Waubesa_Exp5

Kegonsa_Exp5

Column Name:

year

Mendota_Exp1

Monona_Exp1

Waubesa_Exp1

Kegonsa_Expt1

Mendota_Exp2

Monona_Exp2

Waubesa_Exp2

Kegonsa_Exp2

Mendota_Exp3

Monona_Exp3

Waubesa_Expt3

Kegonsa_Exp3

Mendota_Exp4

Monona_Exp4

Waubesa_Exp4

Kegonsa_Exp4

Mendota_Exp5

Monona_Exp5

Waubesa_Exp5

Kegonsa_Exp5

Definition:

year modeled

Mendota low P input experiment

Monona low P input experiment

Waubesa low P input experiment

Kegonsa low P input experiment

Mendota medium-low P input experiment

Monona medium-low P input experiment

Waubesa medium-low P input experiment

Kegonsa medium-low P input experiment

Mendota medium P input experiment

Monona medium P input experiment

Waubesa medium P input experiment

Kegonsa medium P input experiment

Mendota medium-high P input experiment

Monona medium-high P input experiment

Waubesa medium-high P input experiment

Kegonsa medium-high P input experiment

Mendota high P input experiment

Monona high P input experiment

Waubesa high P input experiment

Kegonsa high P input experiment

Storage Type:

Measurement Type:

ratio

Measurement Values Domain:

Unit	nominalYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Missing Value Code:

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/384/1/bebd7cf2bb2e332e7d6a986ab8e4f9bb
Name:	WQfromSoilPExpts_VCP with Daphnia_2016-07-10
Description:	Model output with Daphnia
Number of Records:	540
Number of Columns:	11

Table Structure

Object Name:

WQfromSoilPExpts_VCP_w_Daphnia_2016-07-10.csv

Size:

48829

Authentication:

2e522915787d899a0f858d7182f9f1ec Calculated By MD5

Authentication:

89dfb60aaeb60745fa4cc8737af39ed274390d7d Calculated By SHA-1

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

recordID

LakeID

Expt

Year

DDload

TotLoad

Chl

Secchi

Hyper

Pexport

Column Name:

recordID

LakeID

Expt

Year

DDload

TotLoad

Chl

Secchi

Hyper

Pexport

Definition:

recordID

LakeID

Experiment

Year

Direct drainage load

Total load

summer total phosphorus

summer chlorophyll a concentration

Secchi disk depth

probability of hypereutrophy

P export from the lake per year

Storage Type:

string

Measurement Type:

nominal

ratio

Measurement Values Domain:

Definition

recordID

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	1
Definition	Mendota
Source

Code Definition

Code	2
Definition	Monona
Source

Code Definition

Code	3
Definition	Waubesa
Source

Code Definition

Code	4
Definition	Kegonsa
Source

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	1
Definition	low P
Source

Code Definition

Code	2
Definition	medium-low P
Source

Code Definition

Code	3
Definition	medium P
Source

Code Definition

Code	4
Definition	medium-high P
Source

Code Definition

Code	5
Definition	high P
Source

Unit	nominalYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	milligramsPerLiter
Type	real

Unit	microgramsPerLiter
Type	real

Unit	meter
Type	real

Unit	dimensionless
Type	real

Unit	kilogramsPerYear
Type	real

Missing Value Code:

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/knb-lter-ntl/384/1/dcd3f7a2febe37bae557ce039ca48d19
Name:	WQfromSoilPExpts_VCP without Daphnia_2016-07-10
Description:	Model output without Daphnia
Number of Records:	540
Number of Columns:	11

Table Structure

Object Name:

WQfromSoilPExpts_VCP_wo_Daphnia_2016-07-10.csv

Size:

48825

Authentication:

33eea8bcce23360e8aa9137efe6cfe1a Calculated By MD5

Authentication:

ba2f35b44658a336508fe40060b3ccc28bb0da4b Calculated By SHA-1

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

recordID

LakeID

Expt

Year

DDload

TotLoad

Chl

Secchi

Hyper

Pexport

Column Name:

recordID

LakeID

Expt

Year

DDload

TotLoad

Chl

Secchi

Hyper

Pexport

Definition:

recordID

LakeID

Experiment

Year

Direct drainage load

Total load

summer total phosphorus concentration

summer chlorophyll concentration

Secchi disk depth

probability of hypereutrophy

P export from the lake per year

Storage Type:

string

Measurement Type:

nominal

ratio

Measurement Values Domain:

Definition

recordID

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	1
Definition	Mendota
Source

Code Definition

Code	2
Definition	Monona
Source

Code Definition

Code	3
Definition	Waubesa
Source

Code Definition

Code	4
Definition	Kegonsa
Source

Definition

Experiment

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	1
Definition	low P
Source

Code Definition

Code	2
Definition	medium-low P
Source

Code Definition

Code	3
Definition	medium P
Source

Code Definition

Code	4
Definition	medium-high P
Source

Code Definition

Code	5
Definition	high P
Source

Unit	kilogramsPerYear
Type	real

Unit	kilogramsPerYear
Type	real

Unit	milligramsPerLiter
Type	real

Unit	microgramsPerLiter
Type	real

Unit	meter
Type	real

Unit	dimensionless
Type	real

Unit	kilogramsPerYear
Type	real

Missing Value Code:

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Package Usage Rights

Data Policies

This information is released to the public domain under the Creative Commons license CC-BY 4.0 (see: https://creativecommons.org/licenses/by/4.0/). It may be distributed, remixed, and built upon. You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. The consumer of these data ("Data User" herein) should realize that these data may be actively used by others for ongoing research and that coordination may be necessary to prevent duplicate publication. The Data User is urged to contact the authors of these data if any questions about methodology or results occur. Where appropriate, the Data User is encouraged to consider collaboration or co-authorship with the authors. The Data User should realize that misinterpretation of data may occur if used out of context of the original study. While substantial efforts are made to ensure the accuracy of data and associated documentation, complete accuracy of data sets cannot be guaranteed. All data are made available "as is." The Data User should be aware, however, that data are updated periodically and it is the responsibility of the Data User to check for new versions of the data. The data authors and the repository where these data were obtained shall not be liable for damages resulting from any use or misinterpretation of the data. Thank you.

Keywords

By Thesaurus:
NTL Themes	Related Projects, Water Sustainability Climate, chemical (all), chemical limnology
Core Areas	Inorganic Nutrients
LTER Controlled Vocabulary	modeling, phosphorus, pollution, watersheds

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:

We developed a watershed modeling framework that can simulate an array of ecosystem services, including land-to-lake flows of water, sediment, and nutrients, and surface water quality (Figure 1). The framework includes process-based representation of natural and managed ecosystems (Agro- IBIS), hydrologic routing of water, sediment, and nutrients through the surface hydrologic network (THMB), and prediction of Secchi disk depth (a measure of lake transparency), summertime lake total phosphorus (TP) concentration, and the probability of hypereutrophy in each lake (Yahara Water Quality Model).
for detailed description of modeling approach please see:
Motew, M., Chen, X., Booth, E.G. et al. The Influence of Legacy P on Lake Water Quality in a Midwestern Agricultural Watershed. Ecosystems 20, 1468–1482 (2017). https://doi.org/10.1007/s10021-017-0125-0

People and Organizations

Creators:

Individual:

Melissa Motew

Organization:

University of Wisconsin

Address:

1710 University Ave,

Madison, WI 53726 US

Phone:

(608) 890-0337 (voice)

Email Address:

motew@wisc.edu

Web Address:

https://wsc.limnology.wisc.edu/node/21

Individual:

Stephen Carpenter

Organization:

University of Wisconsin

Address:

680 North Park Street,

Madison, WI 53706 US

Phone:

(608) 262-3014 (voice)

Phone:

(608) 265-2340 (facsimile)

Email Address:

steve.carpenter@wisc.edu

Web Address:

http://limnology.wisc.edu/steve_carpenter.htm

Id:

http://orcid.org/0000-0001-8097-8700

Individual:

Christopher Kucharik

Organization:

University of Wisconsin

Address:

1575 Linden Dr.,

Madison, WI 53706 US

Phone:

(608) 890-3021 (voice)

Phone:

(608) 265-4113 (facsimile)

Email Address:

kucharik@wisc.edu

Web Address:

http://agronomy.wisc.edu/christopher-kucharik/

Id:

http://orcid.org/0000-0002-0400-758X

Individual:

Eric Booth

Organization:

University of Wisconsin

Address:

1552 University Ave,

Madison, WI 53726 US

Phone:

(608) 692-4359 (voice)

Email Address:

egbooth@wisc.edu

Web Address:

http://homepages.cae.wisc.edu/~booth/EricBooth/Home.html

Id:

http://orcid.org/0000-0003-2191-6627

Contacts:

Individual:

Stephen Carpenter

Organization:

University of Wisconsin

Address:

680 North Park Street,

Madison, WI 53706 US

Phone:

(608) 262-3014 (voice)

Phone:

(608) 265-2340 (facsimile)

Email Address:

steve.carpenter@wisc.edu

Web Address:

http://limnology.wisc.edu/steve_carpenter.htm

Id:

http://orcid.org/0000-0001-8097-8700

Individual:

Christopher Kucharik

Organization:

University of Wisconsin

Address:

1575 Linden Dr.,

Madison, WI 53706 US

Phone:

(608) 890-3021 (voice)

Phone:

(608) 265-4113 (facsimile)

Email Address:

kucharik@wisc.edu

Web Address:

http://agronomy.wisc.edu/christopher-kucharik/

Id:

http://orcid.org/0000-0002-0400-758X

Temporal, Geographic and Taxonomic Coverage

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

Time Period

Begin:

1987-06-30

End:

2013-09-07

Geographic Region:

Description:

Yahara River Watershed, Wisconsin, USA

Bounding Coordinates:

Northern:	43.367	Southern:	42.788
Western:	-89.607	Eastern:	-89.124

Project

Parent Project Information:

Title:

WSC Category-2: Climate Change, Shifting Land Use, and Urbanization in a Midwestern Agricultural Landscape: Challenges for Water Quality and Quantity

Personnel:

Individual:

Chris Kucharik

Email Address:

kucharik@wisc.edu

Id:

https://orcid.org/0000-0002-0400-758X

Role:

Principal Investigator

Funding:

National Science Foundation: 1038759

Other Metadata

Additional Metadata

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        |     |     |___text '\n        '
        |     |     |___element 'unit' in ns 'http://www.xml-cml.org/schema/stmml-1.1' ('stmml:unit')
        |     |     |     |  \___attribute 'id' = 'kilogramsPerYear'
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        |___text '\n  '

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Data Package Metadata View Summary

WSC - The Influence of Legacy P on Lake Water Quality

Data Entities

Data Table

Data Table

Data Table

Data Package Usage Rights

Data Policies

Keywords

Methods and Protocols

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

People and Organizations

Temporal, Geographic and Taxonomic Coverage

Project

Parent Project Information:

Additional Metadata

Recently Added

Recently Updated

Data Package Metadata View Summary

WSC - The Influence of Legacy P on Lake Water Quality

+/- Data Entities

Data Table

Data Table

Data Table

+/- Data Package Usage Rights

Data Policies

+/- Keywords

+/- Methods and Protocols

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

+/- People and Organizations

+/- Temporal, Geographic and Taxonomic Coverage

+/- Project

Parent Project Information:

+/- Additional Metadata

Data Entities

Data Package Usage Rights

Keywords

Methods and Protocols

People and Organizations

Temporal, Geographic and Taxonomic Coverage

Project

Additional Metadata