Data Package Metadata View Summary

Daily water temperature (°C) in the Yolo Bypass and Sacramento River, 1998-2019

General Information

Data Package:

Local Identifier:

edi.1178.1

Title:

Daily water temperature (°C) in the Yolo Bypass and Sacramento River, 1998-2019

Alternate Identifier:

DOI PLACE HOLDER

Abstract:

This data is an integration of raw logger data as well as relevant California Data Exchange Center (CDEC) data (Pien et al. 2020, hourly) and water quality data collected during the Yolo Bypass Fish Monitoring Program’s (YBFMP) fish collection (Pien and Kwan 2022) to produce a daily water temperature dataset for the Yolo Bypass and Sacramento River at Sherwood Harbor and Rio Vista Bridge. The raw YBFMP’s water temperature data was collected by loggers attached to the rotary screw trap (STTD) and Sherwood Harbor (SHR). Logger data ranged from daily means (1998) to a fifteen-minute collection interval (2013-2017 for the Yolo Bypass, 2009-2019 for Sherwood Harbor). A daily mean, maximum, minimum, standard deviation and coefficient of variation in water temperature was produced as well as columns for sample size (n, number of measurements per day), method (data collection or estimation), category, length (number of consecutive missing dates) and site. Daily water temperature data for the full extent of the YBFMP’s fish collection is valuable for a variety of purposes. For example, variation in water temperature during inundation and comparisons between temperatures in the Sacramento River and Yolo Bypass have been used as metrics of habitat complexity and linked to life history diversity in salmon (Goertler et al. 2017).

Publication Date:

2022-07-23

For more information:
Visit:	DOI PLACE HOLDER

Time Period

Begin:

1998-01-16

End:

2019-12-31

People and Organizations
Contact:	Goertler, Pascale (Senior Environmental Scientist) [ email ]
Creator:	Goertler, Pascale (Delta Stewardship Council – Delta Science Program, Senior Environmental Scientist)
Creator:	Pien, Catarina (U.S. Bureau of Reclamation, Fish Biologist)
Associate:	Kwan, Nicole (California Department of Water Resources , Senior Environmental Scientist, Data owner)
Associate:	Ikemiyagi, Naoaki (California Department of Water Resources , Environmental Scientist, Data owner)
Associate:	Frantzich, Jared (California Department of Water Resources , Senior Environmental Scientist, Data owner)

Data Entities
Data Table Name:	integrated_data
Description:	This data is an integration of raw logger data as well as relevant California Data Exchange Center (CDEC) data (Pien et al. 2020, hourly) and water quality data collected during the Yolo Bypass Fish Monitoring Program’s (YBFMP) fish collection (Pien and Kwan 2022) to produce a daily water temperature dataset for the Yolo Bypass and Sacramento River at Sherwood Harbor and Rio Vista Bridge.
Data Table Name:	methods_tbl
Description:	Summary table to clarify the methods used, by region, as well as the relationship between the method and category columns in the integrated data.
Data Table Name:	Frequency
Description:	Sampling frequency, date range, and notes from raw YBFMP logger data.
Data Table Name:	stations_tbl
Description:	site locations for data
Other Name:	missing_dates
Description:	This figure shows the missing dates that required imputation or estimate for each location and year.

Detailed Metadata

Data Entities

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/1178/1/5055c89851653f175078378a6e8ba6eb
Name:	integrated_data
Description:	This data is an integration of raw logger data as well as relevant California Data Exchange Center (CDEC) data (Pien et al. 2020, hourly) and water quality data collected during the Yolo Bypass Fish Monitoring Program’s (YBFMP) fish collection (Pien and Kwan 2022) to produce a daily water temperature dataset for the Yolo Bypass and Sacramento River at Sherwood Harbor and Rio Vista Bridge.
Number of Records:	23663
Number of Columns:	13

Table Structure

Object Name:

integrated_data.csv

Size:

2962630 byte

Authentication:

729b358d1f74f4d14884dcec1180a928 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

date

mean

max

min

site

category

method

length

region

year

Column Name:

date

mean

max

min

site

category

method

length

region

year

Definition:

date

daily mean temperature (°C)

daily maximum temperature (°C)

daily minimum temperature (°C)

daily standard deviation in water temperature (°C)

daily coefficient of variation in water temperature (°C)

number of data points per day

site of data collection

type of estimate or data

method used to estimate daily water temperature

length of consecutive missing days of data

region for which data belongs

year

Storage Type:

dateTime

float

string

float

string

float

Measurement Type:

dateTime

ratio

nominal

ratio

nominal

ratio

Measurement Values Domain:

Format	YYYY-MM-DD
Precision

Unit	celsius
Type	real

Unit	celsius
Type	real

Unit	celsius
Type	real

Unit	celsius
Type	real

Unit	celsius
Type	real

Unit	count
Type	integer

Definition

site of data collection

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	nan
Definition	no temperature data was available or estimated for this date
Source

Code Definition

Code	7&Under
Definition	consecutive missing dates is seven or less
Source

Code Definition

Code	data
Definition	data was available for this date
Source

Code Definition

Code	Over7
Definition	consecutive missing dates is more than seven
Source

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	nan
Definition	no temperature data was available or estimated for this date
Source

Code Definition

Code	daily_mean
Definition	daily means only provided for this date
Source

Code Definition

Code	imputeTS
Definition	imputed in R using the package “imputeTS”, an exponential weighted moving average
Source

Code Definition

Code	lm_lis
Definition	a linear model with the Lisbon Weir station data was used
Source

Code Definition

Code	lm_rv
Definition	a linear model with the Rio Vista station data was used
Source

Code Definition

Code	Pien_2020
Definition	data from Pien et al., 2020
Source

Code Definition

Code	WQ_w_fish
Definition	data from Pien and Kwan 2022
Source

Code Definition

Code	ybfmp_logger
Definition	YBFMP logger data
Source

Unit	count
Type	integer

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	floodplain_bypass
Definition	Yolo Bypass
Source

Code Definition

Code	river_downstream
Definition	Sacramento River at Rio Vista
Source

Code Definition

Code	river_upstream
Definition	Sacramento River at Sherwood Harbor
Source

Unit	year
Type	integer

Missing Value Code:

Code	NA
Expl	no data available to calculate or estimate a mean

Code	NA
Expl	no data available to calculate or estimate

Code	NA
Expl	no data available to calculate or estimate

Code	NA
Expl	no data available to calculate or estimate

Code	NA
Expl	no data available to calculate or estimate

Code	NA
Expl	no data available

Code	NA
Expl	no site

Code	NA
Expl	no category

Code	NA
Expl	no method

Code	NA
Expl	no missing dates estimated

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/1178/1/975a4dfb6658ce2d1bc6c53bc10b9533
Name:	methods_tbl
Description:	Summary table to clarify the methods used, by region, as well as the relationship between the method and category columns in the integrated data.
Number of Records:	15
Number of Columns:	4

Table Structure

Object Name:

methods_tbl.csv

Size:

574 byte

Authentication:

452bd7452ed27665fbafa445b66c8967 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

region

method

category

date_n

Column Name:

region

method

category

date_n

Definition:

region for which data belongs

method used to estimate daily water temperature

type of estimate or data

number of days

Storage Type:

string

float

Measurement Type:

nominal

ratio

Measurement Values Domain:

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	floodplain_bypass
Definition	Yolo Bypass
Source

Code Definition

Code	river_downstream
Definition	Sacramento River at Rio Vista
Source

Code Definition

Code	river_upstream
Definition	Sacramento River at Sherwood Harbor
Source

Definition

method used to estimate daily water temperature

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	nan
Definition	missing data
Source

Code Definition

Code	7&Under
Definition	consecutive missing dates is seven or less
Source

Code Definition

Code	data
Definition	data was available for this date
Source

Code Definition

Code	Over7
Definition	consecutive missing dates is more than seven
Source

Unit	count
Type	integer

Missing Value Code:

Code	NA
Expl	no method

Code	NA
Expl	no category

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/1178/1/7cf395303ce3665a9834721d4b748e4b
Name:	Frequency
Description:	Sampling frequency, date range, and notes from raw YBFMP logger data.
Number of Records:	44
Number of Columns:	6

Table Structure

Object Name:

Frequency.csv

Size:

2768 byte

Authentication:

3c4bb8a59ed106b0d3e9eec21c9f813f Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

Location

Year

Start Date

End Date

Sampling frequency

Notes from DWR’s YBFMP

Column Name:

Location

Year

Start Date

End Date

Sampling frequency

Notes from DWR’s YBFMP

Definition:

YBFMP logger locations

year

beginning of sampling, date

end of sampling, date

sampling frequency based on number of measurements per day

Notes included in excel spreadsheets from original data

Storage Type:

string

float

dateTime

string

Measurement Type:

nominal

ratio

dateTime

nominal

Measurement Values Domain:

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	SHR
Definition	Sherwood Harbor
Source

Code Definition

Code	STDD
Definition	screw trap at the Toe Drain
Source

Unit	year
Type	integer

Format	mm/dd/yyyy
Precision

Format	mm/dd/yyyy
Precision

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	15-minute
Definition	fifteen-minute collection interval
Source

Code Definition

Code	30-minute
Definition	thirty-minute collection interval
Source

Code Definition

Code	Daily
Definition	daily means only provided for this date
Source

Code Definition

Code	daily
Definition	daily means only provided for this date
Source

Code Definition

Code	Hourly
Definition	hourly collection interval
Source

Code Definition

Code	hourly
Definition	hourly collection interval
Source

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	nan
Definition	no information provided
Source

Code Definition

Code	1/1/2017 - 4/5/2017 - Data is from YSI sonde near RSTR - hobo DATA was lost during downloading process
Definition	notes
Source

Code Definition

Code	Battery in HOBO died 9/12/2016 and was removed and replaced with new HOBO logger 9/15/16, Inserted Water Temperature Data from CDEC site SRH due to missing data - missing data was mostly due to downloading errors onto the HOBO shuttle
Definition	notes
Source

Code Definition

Code	Data file from 1/10/2017 11:15 - 4/4/2017 9:30 was lost during download - data was replaced w/ FPT CDEC temp data (text in blue), Data files 12/14/17-1/18/18 had date and time error that had to be corrected - due to HOBO shuttle low battery and incorrect internal date and time
Definition	notes
Source

Code Definition

Code	Data from 9/20 12:00 thru 12/31 23:45 inserted from data collected with YSI sonde installed at STTD site
Definition	notes
Source

Code Definition

Code	new data loggers were deployed (spring)
Definition	notes
Source

Code Definition

Code	only daily average temperature is available
Definition	daily means only provided for this date
Source

Code Definition

Code	RSTR data collected year-round
Definition	notes
Source

Code Definition

Code	RSTR was destroyed during inundation event - Large data gap (3/17/11 - 5/4/2011)
Definition	notes
Source

Missing Value Code:

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/1178/1/09e7587cf2b2fde6136f1d50762bd6e0
Name:	stations_tbl
Description:	site locations for data
Number of Records:	24
Number of Columns:	6

Table Structure

Object Name:

stations_tbl.csv

Size:

1930 byte

Authentication:

1d71ceaa6005ee617d47cfb91a50df55 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

\r\n

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

StationCode

StationName

StationNumber

Latitude

Longitude

Source

Column Name:

StationCode

StationName

StationNumber

Latitude

Longitude

Source

Definition:

station name from YBFMP or CDEC

name/description of location

station name from YBFMP or CDEC

latitude

longitude

source of additional data

Storage Type:

string

float

string

Measurement Type:

nominal

ratio

nominal

Measurement Values Domain:

Definition

station name from YBFMP or CDEC

Definition

name/description of location

Definition

station name from YBFMP or CDEC

Unit	decimal degrees
Type	real

Unit	decimal degrees
Type	real

Allowed Values and Definitions

Enumerated Domain

Code Definition

Code	nan
Definition	not yet published, YBFMP logger data
Source

Code Definition

Code	Pien and Kwan 2022
Definition	https://portal.edirepository.org/nis/mapbrowse?packageid=edi.233.3
Source

Code Definition

Code	Pien et al. 2020
Definition	https://portal.edirepository.org/nis/mapbrowse?packageid=edi.591.2
Source

Missing Value Code:

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Non-Categorized Data Resource

Name:

missing_dates

Entity Type:

tiff

Description:

This figure shows the missing dates that required imputation or estimate for each location and year.

Physical Structure Description:

Object Name:

missing_dates.tiff

Size:

10800192 byte

Authentication:

e8f3442f12d63fd0cba597d2072b0d31 Calculated By MD5

Externally Defined Format:

Format Name:

tiff

Data:

https://pasta-s.lternet.edu/package/data/eml/edi/1178/1/0b2a93672810a06cd7f200e40a358aee

Data Package Usage Rights

This information is released under the Creative Commons license - Attribution - CC BY (https://creativecommons.org/licenses/by/4.0/). The consumer of these data ("Data User" herein) is required to cite it appropriately in any publication that results from its use. The Data User 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:
(No thesaurus)	water temperature , estuary, Yolo Bypass, California, Interagency Ecological Program for the San Francisco Bay Delta Estuary, California Data Exchange Center, California Department of Water Resources, Delta Stewardship Council - Delta Science Program, National Center for Ecological Analysis and Synthesis
LTER Controlled Vocabulary	floodplain

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:

Daily water temperature (°C) was estimated for each of the three locations (Yolo Bypass, and Sacramento River at Sherwood Harbor and Rio Vista) from a variety of sources. Data integration code can be found at https://github.com/Delta-Stewardship-Council/ybfmp_temperature. The f_get functions bring in the raw data from the data_raw folder and relevant EDI publications. The f_get_hourly and f_gert_WQ_w_fish scripts incorporate Pien et al., 2020 (hourly QC’ed California Data Exchange Center data for Lisbon Weir, LIS, and Rio Vista, RVB and RIV) and Pien and Kwan 2022 (water quality data collected during the Yolo Bypass Fish Monitoring Program’s fish collection). The f_get_RSTR (Yolo Bypass at the rotary screw trap) and f_get_SHWharbor (Sacramento River at Sherwood Harbor) organize and QC the Yolo Bypass Fish Monitoring Program’s (YBFMP) logger data, which are then made into daily summaries in f_make_daily. The imputation and linear regression estimation to fill missing dates was conducted in the f_make_(site name) scripts. The data in the data_raw folder is continuous water temperature collected by the YBFMP between 1998 and 2019. Data were collected in the Yolo Bypass at the Screw Trap in the Toe Drain (STTD) and at the Sacramento River at Sherwood Harbor (SHR) using a HOBO loggers (Onset Computer Corp "Optic StowAway Temp" loggers). Logger data ranged from daily means (1998) to a fifteen-minute collection interval (2013-2017 for the Yolo Bypass, 2009-2019 for Sherwood Harbor). Missing data occurred regularly due to malfunctions in equipment, shortages of staff, and inability to access sites (see frequency table). A daily mean, maximum, minimum, standard deviation and coefficient of variation in water temperature was produced as well as columns for sample size (n, number of measurements per day), method (data collection or estimation), category, length (number of consecutive missing dates) and site. Method and category refer to the source or type of estimate used to produce the daily values (see methods table). Within our period of interest (1998-2019) consecutive missing days of data ranged from 693 days (2018/01/31- 2019/12/25 in the Yolo Bypass) to one day. In the Yolo Bypass, when possible missing data was substituted with water temperature measured during fish sampling (method = WQ_w_fish, category = data). Remaining gaps of missing data that were less than or equal to seven consecutive days were imputed in R using the package “imputeTS”, an exponential weighted moving average (method = imputeTS, category = 7&under). When seven or more consecutive days were missing in the Yolo Bypass, first a linear model with the Lisbon Weir station data (Adjusted R-squared = 0.7967) and then a linear model with Rio Vista station data (Adjusted R-squared = 0.8106) was used to estimate water temperature (method = lm_lis and lm_rv, respectively). At Sherwood Harbor a linear model with Rio Vista station data (Adjusted R-squared = 0.9745) was used to estimate Sacramento River water temperature in cases with greater than seven days of consecutive missing dates (method = lm_rv, category = Over7). Despite our best efforts, missing days of data remain for the Yolo Bypass (n = 188) and Sherwood Harbor (n = 310) locations (NA). ==================== Data Sources ========================= DWR-6-SOP-016_v1.1_BeachSeineSampling (https://github.com/AEU-DISE/publish_fish/tree/main/metadata/methods_references), DWR-6-SOP-017_v1.1_FykeTrapSampling (https://github.com/AEU-DISE/publish_fish/tree/main/metadata/methods_references), DWR-6-SOP-018_v1.1_RotaryScrewTrapSampling (https://github.com/AEU-DISE/publish_fish/tree/main/metadata/methods_references), Fish_Publication_QAQC_Workflow_v1.0 (https://github.com/AEU-DISE/publish_fish/tree/main/metadata/methods_references) ===========================================================

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:

Pascale Goertler

Organization:

Delta Stewardship Council – Delta Science Program

Position:

Senior Environmental Scientist

Email Address:

pascale.goertler@deltacouncil.ca.gov

Id:

https://orcid.org/0000-0001-6259-5108

Individual:

Catarina Pien

Organization:

U.S. Bureau of Reclamation

Position:

Fish Biologist

Email Address:

cpien@usbr.gov

Id:

https://orcid.org/0000-0003-4427-6300

Contacts:

Individual:

Pascale Goertler

Position:

Senior Environmental Scientist

Email Address:

pascale.goertler@deltacouncil.ca.gov

Id:

https://orcid.org/0000-0001-6259-5108

Associated Parties:

Individual:

Nicole Kwan

Organization:

California Department of Water Resources

Position:

Senior Environmental Scientist

Email Address:

Nicole.Kwan@water.ca.gov

Id:

https://orcid.org/0000-0003-1178-7788

Role:

Data owner

Individual:

Naoaki Ikemiyagi

Organization:

California Department of Water Resources

Position:

Environmental Scientist

Email Address:

Naoaki.Ikemiyagi@water.ca.gov

Role:

Data owner

Individual:

Jared Frantzich

Organization:

California Department of Water Resources

Position:

Senior Environmental Scientist

Email Address:

Jared.Frantzich@water.ca.gov

Role:

Data owner

Metadata Providers:

Individual:

Catarina Pien

Organization:

U.S. Bureau of Reclamation

Position:

Fish Biologist

Email Address:

cpien@usbr.gov

Id:

https://orcid.org/0000-0003-4427-6300

Temporal, Geographic and Taxonomic Coverage

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

Time Period

Begin:

1998-01-16

End:

2019-12-31

Geographic Region:

Description:

Yolo Bypass, a seasonal floodplain-tidal slough, and the Sacramento River at Sherwood Harbor and Rio Vista Bridge in California, USA.

Bounding Coordinates:

Northern:	38.74979	Southern:	38.1592
Western:	-121.686	Eastern:	-121.528

Project

Parent Project Information:

Title:

DSP-NCEAS synthesis working group

Personnel:

Individual:

Pascale Goertler

Organization:

Delta Stewardship Council – Delta Science Program

Position:

Senior Environmental Scientist

Email Address:

pascale.goertler@deltacouncil.ca.gov

Id:

https://orcid.org/0000-0001-6259-5108

Role:

creator

Individual:

Catarina Pien

Organization:

U.S. Bureau of Reclamation

Position:

Fish Biologist

Email Address:

cpien@usbr.gov

Id:

https://orcid.org/0000-0003-4427-6300

Role:

Data and metadata provider

Abstract:

Ecological synthesis is a critical component of ecosystem-based management and informed decision-making, both of which are tools for achieving the coequal goals. The need for increased capacity, dedicated time, and coordinated synthesis in the San Francisco Estuary (SFE) is widely recognized and included as an action in the Delta Science Plan, Science Action Agenda, and Interagency Ecological Program Science Strategy. This effort, led by the Delta Science Program (DSP) in partnership with the National Center for Ecological Analysis and Synthesis (NCEAS), provided high-quality training in data science and statistics and an opportunity for enhanced collaboration among agency and academic scientists in a focused working group. This is one of many products from this working group which can be used to offer strong scientific support to inform decision-making for restoration, protection of endangered species, and management of flow actions in the SFE.

Maintenance

Maintenance:

Description:	This data is complete. However the California Department of Water Resources, Yolo Bypass Fish Monitoring Program (and member of the Interagency Ecological Program for the San Francisco Bay Delta Estuary) intends to QC and publish the raw temperature logger data (at the fifteen-minute interval), which was used to estimate daily mean, maximum, minimum, standard deviation and coefficient of variation water temperature in the Yolo Bypass and Sacramento River at Sherwood Harbor. Those data are currently available by request, those interested can contact the Aquatic Ecology Unit (Nicole.Kwan@water.ca.gov and Naoaki.Ikemiyagi@water.ca.gov).
Frequency:

Other Metadata

Additional Metadata

additionalMetadata
        |___text '\n    '
        |___element 'metadata'
        |     |___text '\n      '
        |     |___element 'unitList'
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'count'
        |     |     |     |  \___attribute 'name' = 'count'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'year'
        |     |     |     |  \___attribute 'name' = 'year'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'calendar year'
        |     |     |     |___text '\n        '
        |     |     |___text '\n        '
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'decimal degrees'
        |     |     |     |  \___attribute 'name' = 'decimal degrees'
        |     |     |     |___text '\n          '
        |     |     |     |___element 'description'
        |     |     |     |___text '\n        '
        |     |     |___text '\n      '
        |     |___text '\n    '
        |___text '\n  '

Additional Metadata

additionalMetadata
        |___text '\n    '
        |___element 'metadata'
        |     |___text '\n      '
        |     |___element 'emlEditor'
        |     |        \___attribute 'app' = 'ezEML'
        |     |        \___attribute 'release' = '2022.06.04'
        |     |___text '\n    '
        |___text '\n  '

Copyright 2024 Environmental Data Initiative. This material is based upon work supported by the National Science Foundation under grants #2223103 and #2223104. Any opinions, findings, conclusions, or recommendations expressed in the material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation. Please contact us with questions, comments, or for technical assistance regarding this web site or the Environmental Data Initiative. Please read our privacy policy to know what information we collect about you and to understand your privacy rights.

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

Data Package Metadata View Summary

Daily water temperature (°C) in the Yolo Bypass and Sacramento River, 1998-2019

Data Entities

Data Table

Data Table

Data Table

Data Table

Non-Categorized Data Resource

Data Package Usage Rights

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:

Maintenance

Additional Metadata

Additional Metadata

Recently Added

Recently Updated

Data Package Metadata View Summary

Daily water temperature (°C) in the Yolo Bypass and Sacramento River, 1998-2019

+/- Data Entities

Data Table

Data Table

Data Table

Data Table

Non-Categorized Data Resource

+/- Data Package Usage Rights

+/- 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:

+/- Maintenance

+/- Additional Metadata

+/- Additional Metadata

Data Entities

Data Package Usage Rights

Keywords

Methods and Protocols

People and Organizations

Temporal, Geographic and Taxonomic Coverage

Project

Maintenance

Additional Metadata

Additional Metadata