AndreaBozzo/ceres-open-data-index huggingface dataset:
Spreadsheet of mean future (2056-95) anomalies derived from climate models downscaled by the MACA method assuming the Kruijt stomatal resistance curve in the future

The South Florida Water Management District (SFWMD) and the U.S. Geological Survey (USGS) have evaluated projections of future droughts for south Florida based on climate model output from the Multivariate Adaptive Constructed Analogs (MACA) downscaled climate dataset from the Coupled Model Intercomparison Project Phase 5 (CMIP5). The MACA dataset includes both Representative Concentration Pathways 4.5 and 8.5 (RCP4.5 and RCP8.5).  
A Microsoft Excel workbook is provided which tabulates mean future (2056-95) anomalies derived from climate models downscaled by the MACA method assuming the Kruijt stomatal resistance curve in the future for four regions: (1) the entire South Florida Water Management District (SFWMD), (2) the Lower West Coast (LWC) water supply region, (3) the Lower East Coast (LEC) water supply region, and (4) the Okeechobee plus (OKEE+) water supply meta-region consisting of Lake Okeechobee (OKEE), the Lower Kissimmee (LKISS), Upper Kissimmee (UKISS), and Upper East Coast (UEC) water supply regions in the SFWMD.

Tags: climate, climatologymeteorologyatmosphere, droughts, evapotranspiration, extremes, florida, precipitation-atmospheric, precipitation-extremes, south-florida, south-florida-water-management-district, southern-florida, usgs-668ec199d34e537145a78663
Organization: Department of the Interior
Spreadsheet of mean future (2056-95) anomalies derived from climate models downscaled by the MACA method assuming historical-standard stomatal resistance

The South Florida Water Management District (SFWMD) and the U.S. Geological Survey (USGS) have evaluated projections of future droughts for south Florida based on climate model output from the Multivariate Adaptive Constructed Analogs (MACA) downscaled climate dataset from the Coupled Model Intercomparison Project Phase 5 (CMIP5). The MACA dataset includes both Representative Concentration Pathways 4.5 and 8.5 (RCP4.5 and RCP8.5).   
A Microsoft Excel workbook is provided which tabulates mean future (2056-95) anomalies derived from climate models downscaled by the MACA method assuming historical-standard stomatal resistance for four regions: (1) the entire South Florida Water Management District (SFWMD), (2) the Lower West Coast (LWC) water supply region, (3) the Lower East Coast (LEC) water supply region, and (4) the Okeechobee plus (OKEE+) water supply meta-region consisting of Lake Okeechobee (OKEE), the Lower Kissimmee (LKISS), Upper Kissimmee (UKISS), and Upper East Coast (UEC) water supply regions in the SFWMD.

Tags: climate, climatologymeteorologyatmosphere, droughts, evapotranspiration, extremes, florida, precipitation-atmospheric, precipitation-extremes, south-florida, south-florida-water-management-district, southern-florida, usgs-668ec176d34e537145a78659
Organization: Department of the Interior
Spreadsheet of monthly climate-anomaly timeseries (1950-2099) derived from climate models downscaled by the MACA method assuming the Kruijt stomatal resistance curve in the future

The South Florida Water Management District (SFWMD) and the U.S. Geological Survey (USGS) have evaluated projections of future droughts for south Florida based on climate model output from the Multivariate Adaptive Constructed Analogs (MACA) downscaled climate dataset from the Coupled Model Intercomparison Project Phase 5 (CMIP5). The MACA dataset includes both Representative Concentration Pathways 4.5 and 8.5 (RCP4.5 and RCP8.5).
A Microsoft Excel workbook is provided which tabulates monthly climate-anomaly timeseries for the period January 1950 through December 2099. Anomaly timeseries are provided for precipitation, reference evapotranspiration (ETo), and balances (precipitation - ETo) averaged over regions of interest in every MACA model. The anomaly timeseries are computed as the departure from the long-term monthly means for the period 1950-2005. Climate data are derived from climate models downscaled by the MACA method assuming the Kruijt stomatal resistance (rs) curve in the future for four regions: (1) the entire South Florida Water Management District (SFWMD), (2) the Lower West Coast (LWC) water supply region, (3) the Lower East Coast (LEC) water supply region, and (4) the Okeechobee plus (OKEE+) water supply meta-region consisting of Lake Okeechobee (OKEE), the Lower Kissimmee (LKISS), Upper Kissimmee (UKISS), and Upper East Coast (UEC) water supply regions in the SFWMD.

Tags: climate, climatologymeteorologyatmosphere, droughts, evapotranspiration, extremes, florida, precipitation-atmospheric, precipitation-extremes, south-florida, south-florida-water-management-district, southern-florida, usgs-668ec12cd34e537145a78646
Organization: Department of the Interior
Plant association abundances and resistance and resilience covariates from six Great Basin fires

This dataset provides the plot-level data of the relative cover of ten different plant associations derived from a structural topic model and resistance and resilience metrics for predicting their abundances. Data comes from four different fires across the Great Basin: the 2007 Murphy Fire, 2012 Rush Fire, 2012 Holloway Fire, and the 2015 Soda Fire. Additional data utilized in the cross referenced paper from the Orchard Combat Training Center was redacted due to military rules but can be requested through the Idaho National Guard Environmental Management Office. Bureau of Land Management data (Murphy, Holloway, and Rush) species cover data was collected using line-point intercept methods on plots with between one and three transects of 25m or 50m in length. An additional small set of data (&lt;1%) was collected by the Idaho Fish and Game using Daubenmire cover grids. Soda fire species cover data was collected with overhead photos and a grid-point intercept technique using Samplepoint software (Booth et al. 2006). Structural topic modelling was run to get the relative cover of ten different plant associations at each plot (Applestein et al. 2024).

Tags: biocrust, biological-soil-crusts, biota, california, community-ecology, ecology, ecosystem-resilience, environment, fires, great-basin, habitat-alteration-and-disturbance, idaho, land-use-and-land-cover, nevada, oregon, sagebrush, shrubland-ecosystems, usgs-66c38591d34e0338828770cc, vegetation
Organization: Department of the Interior
Boxplots of the percentage change in overall drought-event characteristics from the historical period 1950–2005 to the the future period 2056-95 derived from climate models downscaled by the MACA method assuming the Kruijt stomatal resistance curve in the future

The South Florida Water Management District (SFWMD) and the U.S. Geological Survey (USGS) have evaluated projections of future droughts for south Florida based on climate model output from the Multivariate Adaptive Constructed Analogs (MACA) downscaled climate dataset from the Coupled Model Intercomparison Project Phase 5 (CMIP5). The MACA dataset includes both Representative Concentration Pathways 4.5 and 8.5 (RCP4.5 and RCP8.5). 
A Portable Document Format (PDF) file is provided which presents boxplots of percentage change in overall drought-event characteristics based on 6-mo. and 12-mo. averaged balance anomaly timeseries derived from climate models downscaled by the MACA method assuming the Kruijt stomatal resistance curve in the future. Percentage change in overall cumulative drought-event characteristics from the historical period 1950–2005 to the the future period 2056-95 are provided as boxplots for four regions: (1) the entire South Florida Water Management District (SFWMD), (2) the Lower West Coast (LWC) water supply region, (3) the Lower East Coast (LEC) water supply region, and (4) the Okeechobee plus (OKEE+) water supply meta-region consisting of Lake Okeechobee (OKEE), the Lower Kissimmee (LKISS), Upper Kissimmee (UKISS), and Upper East Coast (UEC) water supply regions in the SFWMD.

Tags: climate, climatologymeteorologyatmosphere, droughts, evapotranspiration, extremes, florida, precipitation-atmospheric, precipitation-extremes, south-florida, south-florida-water-management-district, southern-florida, usgs-668ec0bed34e537145a7862c
Organization: Department of the Interior
Boxplots of the percentage change in overall drought-event characteristics from the historical period 1950–2005 to the the future period 2056-95 derived from climate models downscaled by the MACA method assuming historical-standard stomatal resistance

The South Florida Water Management District (SFWMD) and the U.S. Geological Survey (USGS) have evaluated projections of future droughts for south Florida based on climate model output from the Multivariate Adaptive Constructed Analogs (MACA) downscaled climate dataset from the Coupled Model Intercomparison Project Phase 5 (CMIP5). The MACA dataset includes both Representative Concentration Pathways 4.5 and 8.5 (RCP4.5 and RCP8.5). 
A Portable Document Format (PDF) file is provided which presents boxplots of percentage change in overall drought-event characteristics based on 6-mo. and 12-mo. averaged balance anomaly timeseries derived from climate models downscaled by the MACA method assuming the historical-standard stomatal resistance (rs). Percentage change in overall cumulative drought-event characteristics from the historical period 1950–2005 to the the future period 2056-95 are provided as boxplots for four regions: (1) the entire South Florida Water Management District (SFWMD), (2) the Lower West Coast (LWC) water supply region, (3) the Lower East Coast (LEC) water supply region, and (4) the Okeechobee plus (OKEE+) water supply meta-region consisting of Lake Okeechobee (OKEE), the Lower Kissimmee (LKISS), Upper Kissimmee (UKISS), and Upper East Coast (UEC) water supply regions in the SFWMD.

Tags: climate, climatologymeteorologyatmosphere, droughts, evapotranspiration, extremes, florida, precipitation-atmospheric, precipitation-extremes, south-florida, south-florida-water-management-district, southern-florida, usgs-668ec095d34e537145a78622
Organization: Department of the Interior
Boxplots of future (2056-95) overall drought-event characteristics derived from climate models downscaled by the MACA method assuming the Kruijt stomatal resistance curve in the future

The South Florida Water Management District (SFWMD) and the U.S. Geological Survey (USGS) have evaluated projections of future droughts for south Florida based on climate model output from the Multivariate Adaptive Constructed Analogs (MACA) downscaled climate dataset from the Coupled Model Intercomparison Project Phase 5 (CMIP5). The MACA dataset includes both Representative Concentration Pathways 4.5 and 8.5 (RCP4.5 and RCP8.5).
A Portable Document Format (PDF) file is provided which presents boxplots of future overall drought-event characteristics based on 6-mo. and 12-mo. averaged balance anomaly timeseries derived from climate models downscaled by the MACA method assuming the Kruijt stomatal resistance curve in the future. Overall cumulative drought-event characteristics during the future period 2056-95 are provided as boxplots for four regions: (1) the entire South Florida Water Management District (SFWMD), (2) the Lower West Coast (LWC) water supply region, (3) the Lower East Coast (LEC) water supply region, and (4) the Okeechobee plus (OKEE+) water supply meta-region consisting of Lake Okeechobee (OKEE), the Lower Kissimmee (LKISS), Upper Kissimmee (UKISS), and Upper East Coast (UEC) water supply regions in the SFWMD.

Tags: climate, climatologymeteorologyatmosphere, droughts, evapotranspiration, extremes, florida, precipitation-atmospheric, precipitation-extremes, south-florida, south-florida-water-management-district, southern-florida, usgs-668ec067d34e537145a78613
Organization: Department of the Interior
Boxplots of future (2056-95) overall drought-event characteristics derived from climate models downscaled by the MACA method assuming historical-standard stomatal resistance

The South Florida Water Management District (SFWMD) and the U.S. Geological Survey (USGS) have evaluated projections of future droughts for south Florida based on climate model output from the Multivariate Adaptive Constructed Analogs (MACA) downscaled climate dataset from the Coupled Model Intercomparison Project Phase 5 (CMIP5). The MACA dataset includes both Representative Concentration Pathways 4.5 and 8.5 (RCP4.5 and RCP8.5).
A Portable Document Format (PDF) file is provided which presents boxplots of future overall drought-event characteristics based on 6-mo. and 12-mo. averaged balance anomaly timeseries derived from climate models downscaled by the MACA method assuming the historical-standard stomatal resistance (rs). Overall cumulative drought-event characteristics during the future period 2056-95 are provided as boxplots for four regions: (1) the entire South Florida Water Management District (SFWMD), (2) the Lower West Coast (LWC) water supply region, (3) the Lower East Coast (LEC) water supply region, and (4) the Okeechobee plus (OKEE+) water supply meta-region consisting of Lake Okeechobee (OKEE), the Lower Kissimmee (LKISS), Upper Kissimmee (UKISS), and Upper East Coast (UEC) water supply regions in the SFWMD.

Tags: climate, climatologymeteorologyatmosphere, droughts, evapotranspiration, extremes, florida, precipitation-atmospheric, precipitation-extremes, south-florida, south-florida-water-management-district, southern-florida, usgs-668ec03dd34e537145a78607
Organization: Department of the Interior
Monthly SSEBop Landsat 30-meter actual evapotranspiration in the Milk River basin (U.S. and Canada) for the growing season (April - October) from 1985-2023

Monthly actual ET (ETa) data estimated for the growing season (April - October) at 30-meter resolution with the Operational Simplified Surface Energy Balance (SSEBop) model (version 2.6) using satellite imagery obtained from Landsat 4, 5, 7, 8, and 9, and reference evapotranspiration obtained from the North America Land Data Assimilation 2 (NLDAS2) product for the Milk River basin, from 1985-2023.

Tags: consumptive-use, evapotranspiration, geoscientificinformation, hydrology, inlandwaters, landsat, remote-sensing, usgs-66c4ca1ed34e033882890368, water-resources, water-use
Organization: Department of the Interior
Hierarchical clustering summary plots showing model drought evaluation statistics based on future (2056-95) drought characteristics derived from climate models downscaled by the MACA method assuming the Kruijt stomatal resistance curve in the future

The South Florida Water Management District (SFWMD) and the U.S. Geological Survey (USGS) have evaluated projections of future droughts for south Florida based on climate model output from the Multivariate Adaptive Constructed Analogs (MACA) downscaled climate dataset from the Coupled Model Intercomparison Project Phase 5 (CMIP5). The MACA dataset includes both Representative Concentration Pathways 4.5 and 8.5 (RCP4.5 and RCP8.5).
A Portable Document Format (PDF) file is provided which presents hierarchical clustering summary plots showing model drought evaluation statistics based on future (2056-95) drought characteristics derived from climate models downscaled by the MACA method assuming the Kruijt stomatal resistance curve in the future (2056-95). Hierarchical clustering results and drought evaluation statistics based on 6-mo. and 12-mo. averaged balance anomaly timeseries for four regions are provided: (1) the entire South Florida Water Management District (SFWMD), (2) the Lower West Coast (LWC) water supply region, (3) the Lower East Coast (LEC) water supply region, and (4) the Okeechobee plus (OKEE+) water supply meta-region consisting of Lake Okeechobee (OKEE), the Lower Kissimmee (LKISS), Upper Kissimmee (UKISS), and Upper East Coast (UEC) water supply regions in the SFWMD.

Tags: climate, climatologymeteorologyatmosphere, droughts, evapotranspiration, extremes, florida, precipitation-atmospheric, precipitation-extremes, south-florida, south-florida-water-management-district, southern-florida, usgs-668ebffcd34e537145a785f7
Organization: Department of the Interior
Hierarchical clustering summary plots showing model drought evaluation statistics based on future (2056-95) drought characteristics derived from climate models downscaled by the MACA method assuming historical-standard stomatal resistance

The South Florida Water Management District (SFWMD) and the U.S. Geological Survey (USGS) have evaluated projections of future droughts for south Florida based on climate model output from the Multivariate Adaptive Constructed Analogs (MACA) downscaled climate dataset from the Coupled Model Intercomparison Project Phase 5 (CMIP5). The MACA dataset includes both Representative Concentration Pathways 4.5 and 8.5 (RCP4.5 and RCP8.5).
A Portable Document Format (PDF) file is provided which presents hierarchical clustering summary plots showing model drought evaluation statistics based on future (2056-95) drought characteristics derived from climate models downscaled by the MACA method assuming historical-standard stomatal resistance for the period 1950-2095. Hierarchical clustering results and drought evaluation statistics based on 6-mo. and 12-mo. averaged balance anomaly timeseries for four regions are provided: (1) the entire South Florida Water Management District (SFWMD), (2) the Lower West Coast (LWC) water supply region, (3) the Lower East Coast (LEC) water supply region, and (4) the Okeechobee plus (OKEE+) water supply meta-region consisting of Lake Okeechobee (OKEE), the Lower Kissimmee (LKISS), Upper Kissimmee (UKISS), and Upper East Coast (UEC) water supply regions in the SFWMD.

Tags: climate, climatologymeteorologyatmosphere, droughts, evapotranspiration, extremes, florida, precipitation-atmospheric, precipitation-extremes, south-florida, south-florida-water-management-district, southern-florida, usgs-668ebfcdd34e537145a785e9
Organization: Department of the Interior
Dike Fields and Macrohabitats of the Lower Missouri River

This project summarizes broad, two-dimensional spatial availability of fish habitat across the Lower Missouri River (from its confluence with the Big Sioux River near Sioux City, Iowa downstream to its confluence with the Mississippi River near St. Louis, Missouri). One of the main objectives of the project was to delineate and categorize dike fields, which we define as areas directly downstream from man-made, earthen dike structures. Dike fields represent potential refuge habitats from the fast-flowing navigation channel maintained for boat traffic along the river thalweg. Dike fields were drawn within the boundaries of the main channel of the Missouri River given bankfull conditions and with reference to existing dike structures as defined using spatial polyline datasets maintained by USGS (https://doi.org/10.5066/F7FF3R9D) and the US Army Corps of Engineers (USACE; available upon request).  Additionally, as a second objective, we delineated continuous macrohabitats (inside bends, outside bends, and channel crossovers), representing areas with unique hydraulic attributes that could also influence habitat usage by fish. Continuous macrohabitats were delineated based on current standard operating procedures for USACE fish sampling field crews (Welker and Drobish, 2016), with guidance from field crew leaders.

Tags: biota, fish, habitats, inlandwaters, iowa, kansas, missouri, missouri-river, nebraska, usgs-668ebfabd34e537145a785dd
Organization: Department of the Interior
Scatterplots of the joint distributions of historical (1950-2005) and future (2056-95) drought-event characteristics derived from climate models downscaled by the MACA method assuming the Kruijt stomatal resistance curve in the future

The South Florida Water Management District (SFWMD) and the U.S. Geological Survey (USGS) have evaluated projections of future droughts for south Florida based on climate model output from the Multivariate Adaptive Constructed Analogs (MACA) downscaled climate dataset from the Coupled Model Intercomparison Project Phase 5 (CMIP5). The MACA dataset includes both Representative Concentration Pathways 4.5 and 8.5 (RCP4.5 and RCP8.5).
A Portable Document Format (PDF) file is provided which presents scatterplots of the joint distributions of historical (1950-2005) and future (2056-95) drought-event characteristics (duration and intensity) based on 6-mo. and 12-mo. averaged balance anomaly timeseries derived from climate models downscaled by the MACA method assuming the Kruijt stomatal resistance curve in the future. Plots of the joint distributions of drought-event characteristics are provided for four regions: (1) the entire South Florida Water Management District (SFWMD), (2) the Lower West Coast (LWC) water supply region, (3) the Lower East Coast (LEC) water supply region, and (4) the Okeechobee plus (OKEE+) water supply meta-region consisting of Lake Okeechobee (OKEE), the Lower Kissimmee (LKISS), Upper Kissimmee (UKISS), and Upper East Coast (UEC) water supply regions in the SFWMD.

Tags: climate, climatologymeteorologyatmosphere, droughts, evapotranspiration, extremes, florida, precipitation-atmospheric, precipitation-extremes, south-florida, south-florida-water-management-district, southern-florida, usgs-668ebebed34e537145a785a4
Organization: Department of the Interior
Land and water use for energy production in the Colorado River Basin in 2015 and 2019

This data release contains data associated with the journal article “Land and water use for energy in the Colorado River Basin”. The area of interest is defined by the counties intersecting with the Colorado River Basin (HUC-7 and HUC-8) and a shapefile outlining these counties has been included. The data release includes 4 child items and metadata files that provide descriptions of the processing steps, original data sources, and attributes. “Electricity_Producing_Facilities” provides information on location, capacity,generation, land use, and water use at individual power plants. “Land_Cover_Digitized_Facilities” provides digitized polygons of individual power plants and energy extraction facilities that were used to determine land use estimates for the different power plant types. “Coal_Mine_Facilities” provides location, production, land use, and water use at individual coal mines. “2mi_Fishnet_oil_and_gas” provides an overview of oil and gas production, treatment water use, and well count in the years 2015 and 2019 within the Colorado River Basin counties.

Tags: biota, energy-resources, natural-gas-resources, oil-resources, usgs-669517f1d34e5956a8cbbaa8
Organization: Department of the Interior
MODFLOW-NWT model to simulate the groundwater flow system of the Kitsap Peninsula, West-Central Washington

A three-dimensional groundwater flow model, constructed in MODFLOW-NWT, was developed to evaluate the groundwater flow system of the Kitsap Peninsula, west-central Washington. A  transient model was constructed to simulate groundwater flow for January 1985–December 2012 using annual stress periods for 1985–2004 and monthly stress periods for 2005–2012. The model was used to simulate six hydrologic scenarios, including simulations of a steady-state system, no-pumping and return flows, 15-percent increase in current withdrawals in all wells, 80-percent decrease in outdoor water to simulate effects of conservation efforts, 15-percent decrease in recharge from precipitation to simulate a drought, and particle tracking to determine flow paths. This data release contains the input and output files for the simulations described in the associated model documentation report (https://doi.org/10.3133/sir20165052).

Tags: environment, geoscientificinformation, groundwater, groundwater-model, inlandwaters, kitsap-county, kitsap-peninsula, modflow-nwt, modpath, puget-sound, usgs-668dc14ed34e8f12c1064a36, usgsgroundwatermodel, washington
Organization: Department of the Interior