AndreaBozzo/ceres-open-data-index huggingface dataset:
Sierra Nevada Yellow-legged Frog Range - CWHR A070 [ds592]

<DIV STYLE="text-align:Left;"><DIV><DIV><P STYLE="margin:0 0 14 0;"><SPAN><SPAN>Vector datasets of CWHR range maps are one component of California Wildlife Habitat Relationships (CWHR), a comprehensive information system and predictive model for California's wildlife. The CWHR System was developed to support habitat conservation and management, land use planning, impact assessment, education, and research involving terrestrial vertebrates in California. CWHR contains information on life history, management status, geographic distribution, and habitat relationships for wildlife species known to occur regularly in California. Range maps represent the maximum, current geographic extent of each species within California. They were originally delineated at a scale of 1:5,000,000 by species-level experts and have gradually been revised at a scale of 1:1,000,000. For more information about CWHR, visit the CWHR webpage (</SPAN><A href="https://www.wildlife.ca.gov/Data/CWHR" STYLE="text-decoration:underline;"><SPAN>https://www.wildlife.ca.gov/Data/CWHR</SPAN></A><SPAN>). The webpage provides links to download CWHR data and user documents such as a look up table of available range maps including species code, species name, and range map revision history; a full set of CWHR GIS data; .pdf files of each range map or species life history accounts; and a User Guide.</SPAN></SPAN></P></DIV></DIV></DIV>

Tags: amphibian, auth_cdfw, california-department-of-fish-and-wildlife, california-natural-resources-agency, caopendata, cdfw, cn-sierra-nevada-yellow-legged-frog, ds0592_20160224_wm, habitat, natural-resources, sn-rana-sierrae, species, wildlife
Organization: State of California
Black Tern Range - CWHR B235 [ds969]

Vector datasets of CWHR range maps are one component of California Wildlife Habitat Relationships (CWHR), a comprehensive information system and predictive model for Californias wildlife. The CWHR System was developed to support habitat conservation and management, land use planning, impact assessment, education, and research involving terrestrial vertebrates in California. CWHR contains information on life history, management status, geographic distribution, and habitat relationships for wildlife species known to occur regularly in California. Range maps represent the maximum, current geographic extent of each species within California. They were originally delineated at a scale of 1:5,000,000 by species-level experts and have gradually been revised at a scale of 1:1,000,000. For more information about CWHR, visit the CWHR webpage (https://www.wildlife.ca.gov/Data/CWHR). The webpage provides links to download CWHR data and user documents such as a look up table of available range maps including species code, species name, and range map revision history; a full set of CWHR GIS data; .pdf files of each range map or species life history accounts; and a User Guide.

Tags: auth_cdfw, bird, california-department-of-fish-and-wildlife, california-natural-resources-agency, caopendata, cdfw, cn-black-tern, ds0969_20160308_wm, habitat, marinebios, natural-resources, sn-chlidonias-niger, species, wildlife
Organization: State of California
Siskiyou Mountains Salamander Range - CWHR A011 [ds1140]

<DIV STYLE="text-align:Left;"><DIV><DIV><P STYLE="margin:0 0 14 0;"><SPAN><SPAN>Vector datasets of CWHR range maps are one component of California Wildlife Habitat Relationships (CWHR), a comprehensive information system and predictive model for California's wildlife. The CWHR System was developed to support habitat conservation and management, land use planning, impact assessment, education, and research involving terrestrial vertebrates in California. CWHR contains information on life history, management status, geographic distribution, and habitat relationships for wildlife species known to occur regularly in California. Range maps represent the maximum, current geographic extent of each species within California. They were originally delineated at a scale of 1:5,000,000 by species-level experts and have gradually been revised at a scale of 1:1,000,000. For more information about CWHR, visit the CWHR webpage (</SPAN><A href="https://www.wildlife.ca.gov/Data/CWHR" STYLE="text-decoration:underline;"><SPAN>https://www.wildlife.ca.gov/Data/CWHR</SPAN></A><SPAN>). The webpage provides links to download CWHR data and user documents such as a look up table of available range maps including species code, species name, and range map revision history; a full set of CWHR GIS data; .pdf files of each range map or species life history accounts; and a User Guide.</SPAN></SPAN></P></DIV></DIV></DIV>

Tags: amphibian, auth_cdfw, california-department-of-fish-and-wildlife, california-natural-resources-agency, caopendata, cdfw, cn-siskiyou-mountains-salamander, ds1140_20160218_wm, habitat, natural-resources, sn-plethodon-stormi, species, wildlife
Organization: State of California
i08 Stations Monitoring Continuous Hydstra

<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 is a point feature class of environmental monitoring stations maintained in the California Department of Water Resources’ (hereafter the Department) Hydstra continuous database management system used for collection of high frequency continuous timeseries data for groundwater, surface water, water quality and tidal station types. The QA/QC data timeseries data associated with these stations is published through the Departments Water Data Library web application. This dataset is comprised of a “Stations Table” and a related “Period of Record Table”. Stations table is the primary feature class and contains basic information about each station including Station Name, Latitude, Longitude and Description. The Period of Record Table is a related feature class that contains a list of parameters (i.e. stage, flow, depth to groundwater, water temperature, turbidity, pH, etc.) collected at each station along with the start date and end date (period of record) for each parameter and the number of data points collected.</span>

Tags: biota, california, california-department-of-water-resources, department-of-water-resources, dwr, dwr-gis-atlas, flow, groundwater, monitoring, stage, surface-water, water-quality, well
Organization: State of California
Elk Creek Seismic Waveforms 2011 (Part 9 of 19)

Coal bursts (damaging seismic events in underground coal mines) pose a substantial threat to operations and mine workers. The underground coal mines in Colorado’s North Fork Valley (NFV) have experienced many coal bursts, often with distinct characteristics from those of other US coal mining regions. To better understand these events and manage their associated risks, the National Institute for Occupational Safety and Health undertook a long-term monitoring campaign at the Elk Creek Mine in the NFV. The monitoring efforts included a seismic network composed of both surface and underground sensors, borehole pressure cells (BPCs), instrumented support Cans, convergence monitors, ground condition surveys, and several other data sources. This dataset consists of the event waveform files from the seismic network for the 983,379 events that were detected during the monitoring campaign. The waveforms are stored in HDF5 files that are broken up by week. Within the HDF5 files, the data are organized by station id, event time, and channel. The amplitudes are velocity in meters/second.
 
This is download 17 of 48 and corresponds to the time range between April 4, 2011, and April 18, 2011.

Tags: industry
Organization: U.S. Department of Health & Human Services
i10 Image Service Index AsBuilts Design

<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;'>The DWR Enterprise image server has hundreds of image services, but there is no interface for searching or querying the server. The image server index contains footprints of the geographic extent of each available image service, as well as relevant attributes that describe the image service. There are also related tables for most types of image services that contain information specific to that type of data, such as specification numbers for design drawings or beam types for bathymetry data.</span>

Tags: 2017, aerial-imagery, aerial-photography, as-builts, base-maps, bathymetry, california, california-department-of-water-resources, design-drawings, digital-elevation-model, dwr, dwr-gis-atlas, earth-cover, elevation, image-service, imagery, specification, unmanned-aerial-vehicle
Organization: State of California
i06 Bathymetry Index

This data set, (i06_Bathymetry_Index), is a polygon feature class that represents an index of bathymetric data collected by California Department of Water Resources and other agencies. It is a representation of the extents of bathymetric survey data.

Tags: 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, bathymetry, california, california-department-of-water-resources, depth, dwr, dwr-gis-atlas, elevation, hydrographic, multibeam, sacramento-san-joaquin-delta, singlebeam, sonar, survey
Organization: State of California
Northern Pygmy Owl Habitat Model for NSNF Connectivity - CDFW [ds1048]

The Maxent modeling algorithm was used to build the species distribution model at 270 m spatial resolution using species occurrence points and environmental layers as predictors (Phillips et al. 2006). Species occurrence points were primarily obtained from CNDDB (California Natural Diversity Database) and other CDFW sources, GBIF (Global Biodiversity Information Facility), PRBO (Point Blue Conservation Science) and Arctos museum databases. Vegetation, distance to water, elevation, and bioclimatic variables (Franklin et al. 2013) were used as predictor variables. The models were run at 270 m spatial resolution with five replications using cross-validation as a method of sample evaluation. Cross-validation involved the partitioning of the sample data into n subsets, fitting the models to n-1subsets, and testing the model on the one subset not used in fitting the model. Initial model runs showed that our models converged around 2,000 iterations and for this reason we ran all models with 2,500 maximum iterations. Maxent was implemented in R using the ‘dismo''package (Hijmans et al. 2011). Model evaluation was carried out using the ‘PresenceAbsence''package in R (Freeman and Moisen 2008). We used AUC as a metric to evaluate model performance. The package also computes threshold values using several accuracy metrics to translate predicted probability maps into binary suitable and unsuitable habitats. We selected the MeanProb, a threshold set based on the mean predicted probability of species occurrences. The output from Maxent are grid datasets in a multiband ‘tif''format with one band for each replication. We averaged the five replicated maps and created a mean grid for each species. The grid was then symbolized to represent low (threshold-50), medium (50-75) and high (75-100) habitat suitability, with pixel values that are below the threshold excluded. Models were reviewed by CDFW species experts; please review the use limitations.For more information see the project report at [https://nrm.dfg.ca.gov/FileHandler.ashx?DocumentID=85358].

Tags: auth_cdfw, bird, california-department-of-fish-and-wildlife, california-natural-resources-agency, caopendata, cdfw, cn-northern-pygmy-owl, connectivity-modeling, ds1048_20141006_wm, habitat-modeling, sn-glaucidium-californicum
Organization: State of California
CNDDB-tracked Elements by County [ds2852]

<DIV STYLE="text-align:Left;"><DIV><DIV><P><SPAN>This dataset provides basic California Natural Diversity Database (CNDDB) information at the California county level.</SPAN></P></DIV></DIV></DIV>

Tags: amphibian, authcdfw, bird, california, california-department-of-fish-and-wildlife, california-natural-resources-agency, caopendata, cdfw, cnddb, counties, ds285220250104wm, elements, fish, funguslichen, invertebrate, mammal, multi-species, plant, reptile
Organization: State of California
California Lakes

<div style='text-align:Left;'><div><div><p><span>NOTE: In 2013, the California Department of Fish and Game (CDFG, DFG) was renamed to California Department of Fish and Widlife (CDFW). This dataset is an update of California lake, reservoir, and pond layers as assembled by the California Department of Fish and Game (DFG). It includes many small and unnamed waterbodies in the High Sierra and California Cascades, some of which are not depicted on USGS 7.5-minute/1:24,000-scale topographic maps. Most data were captured at 1:24,000-scale or better. Waterbodies are represented as single polygons (with islands), with Latitude/Longitude coordinates of waterbody centroids and a unique numeric identifier for each. Waterbody polygons represent shorelines generally at full or near-full levels. A previous version of this dataset did not contain islands. This dataset is considered authoritative as used by CDFW for particular tracking purposes but may not be current or comprehensive for all waterbodies in the state.</span></p></div></div></div>

Tags: california, california-department-of-fish-and-wildlife, cdfw, environment, inlandwaters, lake, lakes, offline, pond, ponds, reservoir, reservoirs, water-bodies, water-body, waterbodies, waterbody
Organization: State of California
SSWP Aquatic Invasive Species

The SSWP Aquatic Invasive Species Study is one of many relicensing documents for the South SWP (SSWP) Hydropower Project Number 2426. The California Department of Water Resources and the Los Angeles Department of Water and Power applied to the Federal Energy Regulatory Commission for a new license of the SSWP Project located in Los Angeles County, California along the West Branch of the State Water Project (SWP). The SWP provides southern California with many benefits, including an affordable water supply, reliable regional clean energy, opportunities to integrate green energy, accessible public recreation opportunities, and environmental benefits.

Tags: 2426, ais, american-bullfrog, aquatic, aquatic-invasive-species, asian-clam, california-department-of-water-resources, channeled-apple-snail, coontail, department-of-water-resources, dwr, elderberry, elderberry-forebay, environmental, federal-energy-regulatory-commission, ferc, hlpco, hydropower, ilp, integrated, invasive, ladwp, los-angeles-department-of-water-and-power, piru, piru-creek, powerplant, pyramid, pyramid-lake, quagga, quail, quail-lake, red-eared-slider, red-swamp-crayfish, relicensing, sago-pondweed, silverwood, silverwood-lake, small-pondweed, south-swp, species, sswp, study, swp, tri-colored-blackbird, water, zebra
Organization: State of California
i19 Stormwater Resource Plans Polys

<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;'>The feature dataset contains data representing storm water projects planned in the future throughout regions in California that involve groundwater recharge and direct use. It was used to develop storm water targets for the years 2020 and 2035 per directives to DWR in California Water Code Section 10608.50 (b). As of February 2018, projects included are those proposed to be constructed post 2014.</span>

Tags: 2015, 2035, aquifer, california, california-department-of-water-resources, capture, communication, direct-use, dwr, dwr-gis-atlas, ground, groundwater, groundwater-recharge, rain, storm, storm-water, stormwater, utilities
Organization: State of California
Potential Riparian Connections - CEHC [ds622]

<DIV STYLE="text-align:Left;"><DIV><DIV><P><SPAN>A product of the California Essential Habitat Connectivity Project - http://www.dfg.ca.gov/habcon/connectivity/, potential riparian connections were extracted from the Statewide 1:100k Routed Hydrography for California dataset (CDFG, Pacific States Marine Fisheries Commission September 2003 - see original metadata elsewhere in this document). The original data file is a 1:100,000-scale stream-based routed hydrography covering the entire State of California. Named rivers and streams that were 30,000 feet in length or longer were extracted from the dataset and added to Figures 3.1 to 3.9 in the report. These potential riparian connections were added to illustrate the contribution of streams and rivers in providing additional avenues for terrestrial and aquatic connectivity to the network of Natural Landscape Blocks and Essential Connectivity Areas. This analysis was conducted by SC Wildlands.</SPAN></P></DIV></DIV></DIV>

Tags: auth_cdfw, california-department-of-fish-and-wildlife, california-natural-resources-agency, caopendata, cdfw, ds0622_20100326_wm, hydrography, streams
Organization: State of California
Cooper's Hawk Habitat Model for NSNF Connectivity - CDFW [ds1037]

The Maxent modeling algorithm was used to build the species distribution model at 270 m spatial resolution using species occurrence points and environmental layers as predictors (Phillips et al. 2006). Species occurrence points were primarily obtained from CNDDB (California Natural Diversity Database) and other CDFW sources, GBIF (Global Biodiversity Information Facility), PRBO (Point Blue Conservation Science) and Arctos museum databases. Vegetation, distance to water, elevation, and bioclimatic variables (Franklin et al. 2013) were used as predictor variables. The models were run at 270 m spatial resolution with five replications using cross-validation as a method of sample evaluation. Cross-validation involved the partitioning of the sample data into n subsets, fitting the models to n-1subsets, and testing the model on the one subset not used in fitting the model. Initial model runs showed that our models converged around 2,000 iterations and for this reason we ran all models with 2,500 maximum iterations. Maxent was implemented in R using the ‘dismo''package (Hijmans et al. 2011). Model evaluation was carried out using the ‘PresenceAbsence''package in R (Freeman and Moisen 2008). We used AUC as a metric to evaluate model performance. The package also computes threshold values using several accuracy metrics to translate predicted probability maps into binary suitable and unsuitable habitats. We selected the MeanProb, a threshold set based on the mean predicted probability of species occurrences. The output from Maxent are grid datasets in a multiband ‘tif''format with one band for each replication. We averaged the five replicated maps and created a mean grid for each species. The grid was then symbolized to represent low (threshold-50), medium (50-75) and high (75-100) habitat suitability, with pixel values that are below the threshold excluded. Models were reviewed by CDFW species experts; please review the use limitations.For more information see the project report at [https://nrm.dfg.ca.gov/FileHandler.ashx?DocumentID=85358].

Tags: auth_cdfw, bird, california-department-of-fish-and-wildlife, california-natural-resources-agency, caopendata, cdfw, cn-coopers-hawk, connectivity-modeling, ds1037_20141006_wm, habitat-modeling, sn-accipiter-cooperii
Organization: State of California
Utility Hydroelectric Generation by Size and County: 2018

<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 document provides a map of California and at each county a pie-chart depicts the proportion of electrical generation from small or large hydroelectric facilities. The second page provides the same county-level data except each county's total hydroelectric generation (gigwatt hours) is also given. The total statewide utility-scale electrical generation from these sources is depicted as well as the total contribution from each source. All data is from 2018. </span>

Tags: california-energy-commission, california-natural-resources-agency, caopendata
Organization: State of California
Aquatic Species List   ACE   ds2740

<DIV STYLE="text-align:Left;"><DIV><DIV><P STYLE="margin:0 0 7 0;"><SPAN>For more information, see the Aquatic Biodiversity Factsheet at </SPAN><A href="https://nrm.dfg.ca.gov/FileHandler.ashx?DocumentID=150856"><SPAN>https://nrm.dfg.ca.gov/FileHandler.ashx?DocumentID=150856</SPAN></A><SPAN>.</SPAN></P><P STYLE="margin:0 0 7 0;"><SPAN><SPAN>The California Department of Fish and Wildlife’s (CDFW) Areas of Conservation Emphasis (ACE) is a compilation and analysis of the best-available statewide spatial information in California on biodiversity, rarity and endemism, harvested species, significant habitats, connectivity and wildlife movement, climate vulnerability, climate refugia, and other relevant data (e.g., other conservation priorities such as those identified in the State Wildlife Action Plan (SWAP), stressors, land ownership). ACE addresses both terrestrial and aquatic data. The ACE model combines and analyzes terrestrial information in a 2.5 square mile hexagon grid and aquatic information at the HUC12 watershed level across the state to produce a series of maps for use in non-regulatory evaluation of conservation priorities in California. The model addresses as many of CDFWs statewide conservation and recreational mandates as feasible using high quality data sources. High value areas statewide and in each USDA Ecoregion were identified. The ACE maps and data can be viewed in the ACE online map viewer, or downloaded for use in ArcGIS. For more detailed information see </SPAN></SPAN><A href="https://www.wildlife.ca.gov/Data/Analysis/ACE"><SPAN><SPAN>https://www.wildlife.ca.gov/Data/Analysis/ACE</SPAN></SPAN></A><SPAN>and </SPAN><A href="https://nrm.dfg.ca.gov/FileHandler.ashx?DocumentID=24326"><SPAN><SPAN>https://nrm.dfg.ca.gov/FileHandler.ashx?DocumentID=24326</SPAN></SPAN></A><SPAN>.</SPAN></P></DIV></DIV></DIV>

Tags: ace, amphibian, authcdfw, biodiversity, bird, california-department-of-fish-and-wildlife, california-natural-resources-agency, caopendata, cdfw, ds274020180220wm, endemic, game, mammal, native, plant, rare, rare-natural-community, rarity, reptile, richness, riparian, sensitive-haibtat, terrestrial, wetland
Organization: State of California
Elk Creek Seismic Waveforms 2012 (Part 6 of 20)

Coal bursts (damaging seismic events in underground coal mines) pose a substantial threat to operations and mine workers. The underground coal mines in Colorado’s North Fork Valley (NFV) have experienced many coal bursts, often with distinct characteristics from those of other US coal mining regions. To better understand these events and manage their associated risks, the National Institute for Occupational Safety and Health undertook a long-term monitoring campaign at the Elk Creek Mine in the NFV. The monitoring efforts included a seismic network composed of both surface and underground sensors, borehole pressure cells (BPCs), instrumented support Cans, convergence monitors, ground condition surveys, and several other data sources. This dataset consists of the event waveform files from the seismic network for the 983,379 events that were detected during the monitoring campaign. The waveforms are stored in HDF5 files that are broken up by week. Within the HDF5 files, the data are organized by station id, event time, and channel. The amplitudes are velocity in meters/second.
 
This is download 33 of 48 and corresponds to the time range between April 9, 2012, and April 23, 2012.

Tags: industry
Organization: U.S. Department of Health & Human Services