AndreaBozzo/ceres-open-data-index huggingface dataset:
Los Angeles River Restoration and Access (LLARRA) Temperature Analysis - Lower Los Angeles River - 2024-2025

WCB Grant 2023114: Lower Los Angeles River Restoration and Access: Data includes one (1) year of temperature analysis to inform the design and serve as a baseline for restoration efforts. Two (2) sampling locations (Imperial Hwy. and Del Amo Blvd.) with direct measurement of water temperatures recorded from submerged data loggers over that time period. 

Data collected from two (2) locations over the course of one (1) year to capture seasonal temperature variation in the lower Los Angeles River. Data was collected from TidbiT data loggers that were kept submerged in the low-flow channel; both Imperial and Del Amo have bridge piers located in the middle of the low-flow channel, which makes year-round submersion of the temperature sensors possible. 

Data was collected in support of restoration efforts in the lower Los Angeles River, specifically the Lower Los Angeles River Restoration and Access (LLARRA) project. The project is in the planning and design phase (9/2025) and the collected data will serve to both guide restoration priorities going forward and serve as a baseline for projected beneficial outcomes of the project. 

The LLARRA project area is located between Paramount and Compton, roughly equidistant from the Imperial and Del Amo sampling locations. Those locations were selected for sampling due to mid-stream bridge piers that allowed sampling and measurement in relatively safe locations over the course of the work. Temperatures fluctuated seasonally, as expected, with colder temps dipping below 10 degrees C in the winter months, and reaching as high as 30 degrees C during the height of summer. These parameters provide a clear but challenging matrix for restoration priorities.

This data and metadata were submitted by California Department of Fish and Wildlife (CDFW) Staff though the Data Management Plan (DMP) framework with the id: DMP000718. For more information, please visit https://wildlife.ca.gov/Data/Sci-Data.

Tags: california-department-of-fish-and-wildlife, disadvantaged-communities, dmp, los-angeles-county, los-angeles-river, lower-los-angeles-river, restoration, southern-steelhead, water-quality
Organization: State of California
i06 SingleBeam Bathymetry

<div style='text-align:Left; font-size:12pt;'><p><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif;'>This service, (i06_SingleBeam_Bathymetry) is a service containing point feature layers with single beam bathymetric data collected by California Department of Water Resources and other entities.</span><br /></p></div>

Tags: california-department-of-water-resources, dwr, dwr-atlas
Organization: State of California
Los Angeles River Restoration and Access (LLARRA) Water Quality Analysis - Lower Los Angeles River - 2024-2025

WCB Grant 2023114: Lower Los Angeles River Restoration and Access: Data includes one (1) year of water quality analysis to inform the design and serve as a baseline for restoration efforts. Two (2) sampling locations (Imperial Hwy. and Del Amo Blvd.) with both laboratory and field analysis for relevant WQ constituents.

Data collected from two (2) locations over the course of one year to characterize both organic and inorganic indicators of water quality in the lower Los Angeles River. Data includes analytes targeted by laboratory analysis (sulfate, chloride, metals, etc.) and field measurement where appropriate (Temperature, pH, Electrical conductivity, Dissolved Oxygen, etc.)

This data and metadata were submitted by California Department of Fish and Wildlife (CDFW) Staff though the Data Management Plan (DMP) framework with the id: DMP000719. For more information, please visit https://wildlife.ca.gov/Data/Sci-Data.

Tags: california-department-of-fish-and-wildlife, disadvantaged-communities, dmp, los-angeles-county, los-angeles-river, lower-los-angeles-river, restoration, southern-steelhead, water-quality
Organization: State of California
California CIR 2005 1m

<span><span><span><span><span><p><span><span><span>Color infrared (CIR) imagery acquired during NAIP 2005 flights. The source CIR 1-meter resolution imagery was purchased from the North West Group (NWG) by three state agencies (California Dept. of Fish and Game, California Dept. of Transportation, and California Dept. of Water Resources). No access constraints, but there are use constraints. CIR coverage was not available in all areas. THIS CIR IMAGERY IS NOT A NAIP PRODUCT. Band1=NearIR, Band2=R, Band3=G.</span></span></span></p></span></span></span></span></span><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><span><span><span><span><span><br /></span></span></span></span></span>

Tags: 2005, aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, cir, dfg, naip
Organization: State of California
California CIR 2005 NDVI 1m

<span><span><span><p><span><span><span><span><span>A Normalized Differential Vegetation Index (NDVI) was applied to the source 2005 1-meter resolution color infrared (CIR) imagery. NDVI=(NearIR-Red)/(NearIR+Red). The color ramp (produced by ESRI) goes from brown (less healthy vegetation) to red to green (healthier vegetation or more &quot;greenness&quot;). Lack of statewide color balancing of the source CIR imagery shows inconsistencies in NDVI results between adjacent areas. No access constraints, but there are use constraints (see source product metadata).</span></span></span></span></span></p><p><span><span><span><span><span><span><span><span>The source color infrared (CIR) imagery was acquired during NAIP 2005 flights. The imagery was purchased from the North West Group (NWG) by three state agencies (California Dept. of Fish and Game, California Dept. of Transportation, and California Dept. of Water Resources). No access constraints, but there are use constraints. CIR coverage was not available in all areas. THIS IMAGERY IS NOT A NAIP PRODUCT. Band1=NearIR, Band2=R, Band3=G.</span></span></span></span></span></span></span></span></p><p><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></p></span></span></span>

Tags: 2005, aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, cir, dfg, naip, ndvi
Organization: State of California
NAIP 2005 1m California

<span><span><span><p><span><span><span><span><span>Natural color representation of NAIP 2005 aerial imagery. Band1=R, Band2=G, Band3=B.</span></span></span></span></span></p><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div><p></p></span></span></span>

Tags: 2005, aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, dfg, naip, naipcdfw, natural-color, usda
Organization: State of California
NAIP 2009 1m California

<span><span><p><span><span><span><span><span><span>Natural color representation of NAIP 2009 aerial imagery. Band1=R, Band2=G, Band3=B.</span></span></span></span></span></span></p><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div></span></span>

Tags: 2009, aerial-imagery, california-department-of-fish-and-wildlife, cdfg, cdfw, dfg, naip, naipcdfw, natural-color, usda
Organization: State of California
NAIP 2009 NDVI 1m California

<span><span><p><span><span><span><span><span>A Normalized Difference Vegetation Index (NDVI) was applied to the source NAIP 2009 imagery. NDVI=(NearIR-Red)/(NearIR+Red). The color ramp (produced by ESRI) goes from brown (less healthy vegetation) to red to green (healthier vegetation or more &quot;greenness&quot;).</span></span></span></span></span></p><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a></div><div><br /></div></span></span>

Tags: 2009, aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, dfg, naip, naipcdfw, ndvi, usda
Organization: State of California
NAIP 2010 1m California

<span style=''><span><span><span><p><span><span><span><span><span><span>Natural color representation of NAIP 2010 aerial imagery. Band1=R, Band2=G, Band3=B.</span></span></span></span></span></span></p><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div></span></span></span></span><span style='display:none;'></span>

Tags: 2010, aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, dfg, naip, naipcdfw, natural-color, usda
Organization: State of California
NAIP 2010 4-Band 1m California

<span style=''><span><span><p><span><span><span><span><span>This service delivers all 4 bands of the NAIP 2010 aerial imagery. This service may be slower than other related NAIP 2010 services because of the amount and/or format of data being served. Band1=R, Band2=G, Band3=B, Band4=NearIR.</span></span></span></span></span></p><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div><p><span><span><span><span><span><span style='text-decoration:underline;'><br /></span><a href='http://www.dfg.ca.gov/biogeodata/gis/imaps.asp' rel='nofollow ugc'><font color='#21759b'></font></a></span></span></span></span></span></p></span></span></span><span style='display:none;'></span><p><font color='#21759b'></font></p>

Tags: 2010, 4-band, aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, dfg, naip, naipcdfw, usda
Organization: State of California
NAIP 2010 CIR 1m California

<p><span style=''><span><span></span></span></span></p><p><span><span><span><span><span>Color infrared (CIR) representation of NAIP 2010 aerial imagery. Band1=NearIR, Band2=R, Band3=G.</span></span></span></span></span></p><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div><p></p><span style='display:none;'></span><p><font color='#21759b'></font></p>

Tags: 2010, aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, cir, naip, naipcdfw, usda
Organization: State of California
NAIP 2010 NDVI 1m California

<p><span style=''><span><span><span></span></span></span></span></p><p><span><span><span><span><span>A Normalized Difference Vegetation Index (NDVI) was applied to the source NAIP 2010 imagery. NDVI=(NearIR-Red)/(NearIR+Red). The color ramp (produced by ESRI) goes from brown (less healthy vegetation) to red to green (healthier vegetation or more &quot;greenness&quot;).</span></span></span></span></span></p><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /><br /></div><p></p><span style='display:none;'></span>

Tags: 2010, aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, dfg, naip, naipcdfw, ndvi, usda
Organization: State of California
NAIP 2012 1m California

<p><span style=''><span><span style=''><span><span><span></span></span></span></span></span></span></p><p><span><span><span><span><span><span>Natural color representation of NAIP 2012 1-meter resolution aerial imagery. Band1=R, Band2=G, Band3=B.</span></span></span></span></span></span></p><p><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This service is offered by the California Department of Fish and Wildlife (CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc' style='color: rgb(0, 121, 193); text-decoration-line: none; font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></p><span style='display:none;'></span><p></p><p></p><span style='display:none;'></span>

Tags: 2012, 4-band, aerial-imagery, california, california-department-of-fish-and-wildlife, cdfg, cdfw, dfg, fish, fish-and-game, naip, naipcdfw, natural-color, usda
Organization: State of California
NAIP 2009 4-Band 1m California

<span><p><span><span><span><span><span>This service delivers all 4 bands of the NAIP 2009 aerial imagery. This service may be slower than other related NAIP 2009 services because of the amount and/or format of data being served. Band1=R, Band2=G, Band3=B, Band4=NearIR.</span></span></span></span></span></p><p><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></p></span>

Tags: 2009, 4-band, aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, dfg, naip, naipcdfw, usda
Organization: State of California
NAIP 2012 4-Band 1m California

<p><span style=''><span><span style=''><span><span></span></span></span></span></span></p><p><span><span><span><span><span>This service delivers all 4 bands of the NAIP 2012 1-meter resolution aerial imagery. This service may be slower than other related NAIP 2012 services because of the amount and/or format of data being served. Band1=R, Band2=G, Band3=B, Band4=NearIR.</span></span></span></span></span></p><p><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This service is offered by the California Department of Fish and Wildlife (CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc' style='color: rgb(0, 121, 193); text-decoration-line: none; font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></p><span style='display:none;'></span><p><font color='#21759b'></font></p><p></p><span style='display:none;'></span>

Tags: 4-band, aerial-imagery, california, california-department-of-fish-and-wildlife, cdfg, cdfw, cir, dfg, fish, fish-and-game, naip, naipcdfw, usda
Organization: State of California
NAIP 2012 CIR 1m California

<span style=''><span><p></p><p></p><span style='display:none;'></span><p><font color='#21759b'></font></p></span></span><p></p><span style='display:none;'></span><p></p><div style='margin-top:1em; display:block;'><div style='display:none;'><span><span><span><span></span><span>●</span><span><span>Save</span></span></span></span></span><span><span><span><span></span><span>●</span><span><span>Cancel</span></span></span></span></span> </div></div><div style='clear:both;'><font size='3'></font></div><div><span style=''><span><p></p><span style='display:none;'></span><p><font color='#21759b'></font></p></span></span><span style='display:none;'></span><p><span style=''><span></span></span></p><p><span style=''><span><span></span></span></span></p><p><span><span><span><span><span>Color infrared (CIR) representation of NAIP 2012 1-meter resolution aerial imagery. Band1=NearIR, Band2=R, Band3=G.</span></span></span></span></span></p><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div><p></p><p></p><p></p><p></p><span style='display:none;'></span><p><font color='#21759b'></font></p><p></p><p></p><p></p><span style='display:none;'></span><p></p></div>

Tags: 2012, aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, cir, dfg, fish, fish-and-game, naip, naipcdfw, usda
Organization: State of California
NAIP 2012 NDVI 1m California

A Normalized Difference Vegetation Index (NDVI) was applied to the source NAIP 2012 imagery. NDVI=(NearIR-Red)/(NearIR+Red). The color ramp (produced by ESRI) goes from brown (less healthy vegetation) to red to green (healthier vegetation or more &quot;greenness&quot;).<div><div><div><br /></div><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a></div></div></div>

Tags: 2012, aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, dfg, fish, fish-and-game, naip, naipcdfw, ndvi, usda
Organization: State of California
NAIP 2014 1m California

Natural color representation of NAIP 2014 aerial imagery. Band1=R, Band2=G, Band3=B.<div><br /></div><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc' style='color:rgb(0, 121, 193); text-decoration-line:none; font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div>

Tags: 4-band, aerial-imagery, california, california-department-of-fish-and-wildlife, cdfg, cdfw, dfg, fish, fish-and-game, naip, naipcdfw, natural-color, usda
Organization: State of California
NAIP 2014 4-Band 1m California

This service delivers all 4 bands of the NAIP 2014 aerial imagery and may be slower than other related NAIP 2014 services because of the amount and/or format of data being served. Band1=R, Band2=G, Band3=B, Band4=NearIR.<div><br /></div><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc' style='color:rgb(0, 121, 193); text-decoration-line:none; font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div>

Tags: 4-band, aerial-imagery, california, california-department-of-fish-and-wildlife, cdfg, cdfw, cir, dfg, fish, fish-and-game, naip, naipcdfw, usda
Organization: State of California
NAIP 2014 CIR 1m California

Color infrared (CIR) representation of NAIP 2014 aerial imagery. Band1=NearIR, Band2=R, Band3=G.<div><br /></div><div><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div></div>

Tags: aerial-imagery, ca, california, california-department-of-fish-and-wildlife, cdfg, cdfw, cir, dfg, fish, fish-and-game, naip, naipcdfw, usda
Organization: State of California