AndreaBozzo/ceres-open-data-index huggingface dataset:
Coastwide Reference Monitoring System (CRMS) 2005, 2008, 2012, 2015, 2018, and 2021 Site 0618 land-water matrix

Wetland restoration efforts conducted by the Coastal Wetlands Planning, Protection and Restoration Act (CWPPRA) in Louisiana rely on monitoring to determine the efficacy of these projects. The Coastwide Reference Monitoring System (CRMS) was developed to assist in a multiple-reference approach that uses aspects of hydrogeomorphic functional assessments and probabilistic sampling for monitoring. The CRMS program includes a suite of approximately 390 sites that encompass the range of hydrological and ecological conditions for each stratum. As part of CRMS, land and water classifications are created from Digital Orthophoto Quarter Quadrangles (DOQQs) approximately every three years at all CRMS sites. This dataset consists of a matrix of six land-water products (2005, 2008, 2012, 2015, 2018, and 2021).  The resulting matrix has 64 possible classes defined by the combination of land and water categories on those six dates.

Tags: alteration-of-wetland-habitats, cartography, coastal, coastal-louisiana, crms, doqq, emergent-wetland, forested-wetland, geographic-information-system, imagerybasemapsearthcover, land-water, louisiana, mapping, marsh, protection, restoration, scrub-shrub-wetland, state-of-louisiana, usgs-6569ffa1d34e6dde1a4ae2e3, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Tabular geochronologic and geochemical data from metasedimentary and associated rocks in the Lane Mountain area, San Bernardino County, California

This dataset provides geochronologic and geochemical data for selected metasedimentary and associated rock samples collected in the Lane Mountain area about 20 kilometers northeast of Barstow, California.  Geochronologic data were obtained for 24 samples, and geochemical data were obtained for 5 of these.  The dataset consists of four tables in comma separated values (CSV) format:  (1) sample localities and lithology; (2) LA-SF-ICPMS (Laser Ablation Sector Field Inductively Coupled Plasma Mass Spectrometry) U-Pb (uranium-lead) zircon geochronologic data; (3) SHRIMP-RG (Sensitive High-Resolution Ion Microprobe-Reverse Geometry) U-Pb zircon geochronologic data; and (4) whole-rock geochemical data determined by ICP-AES-MS (Inductively Coupled Plasma Atomic Emission Spectroscopy-Mass Spectrometry) and WDXRF (Wavelength Dispersive X-ray Fluorescence).

Tags: barstow, california, el-paso-terrane, geochemistry, geochronology, geology, lane-mountain, san-bernardino-county, united-states, usgs-624b57cad34e21f827635d18, zircon
Organization: Department of the Interior
U.S. Geological Survey Precipitation Chemistry Quality Assurance Project Data 2019 – 2020

The USGS Precipitation Chemistry Quality Assurance Project (PCQA) operates QA programs to challenge and test the National Atmospheric Deposition Program (NADP) data-collection processes for both the National Trends Network (NTN) and Mercury Deposition Network (MDN).  PCQA data are available in separate tables for each quality-assurance program:  (1) NTN Interlaboratory-comparison, (2) MDN Interlaboratory-comparison program, (3) NTN Field-Audit program, and (4) MDN System-Blank program.  Measured parameters include precipitation depth, pH, specific conductance, and ion concentrations for calcium, magnesium, sodium, potassium, ammonium, chloride, bromide, nitrate, sulfate, phosphate, and total mercury.

Tags: atmospheric-sciences, chemical-analysis, national-atmospheric-deposition-program-quality-assurance-quality-control-hydrologic-networks-b, usgs-60d4dbbbd34e12a1b00d0368
Organization: Department of the Interior
Wind rose plots for the volcano: 360040  Nevis Peak

This zip folder contains ASCII text files of vectors at the specified volcano at 
12-hour intervals, 
from January 1, 1990 through December 28, 2009.  
The wind vectors are divided into five files, names by their elevation range above 
sea level in the atmosphere: 00-05km.txt; 05-11km.txt; 11-16km.txt; 16-24km.txt; 
and 24-30km.txt. 
The zip folder also contains a subfolder "figures", with Wind rose plots of wind 
direction and speed over 
this time period.  The plots are by season, and by elevation, given a total of 20 
plots (4 seasons, 5 
elevation ranges).  A summary plot is also included which gives the year-round 
wind pattern at the volcano, 
at 0-5 km elevation.  Plots are in both jpg and pdf format.

Tags: meteorology, usgs-58d01848e4b0236b68f5332b, volcanic-ash, volcanic-eruption-forecasting, wind
Organization: Department of the Interior
BFS Model Source Code, Functions, and Scripts (ver. 3.0, December 2025)

Source code for functions comprising a non-linear baseflow separation model, and a complete set of files to run the model in a compressed file, run_bfs.zip, including a script that will demonstrate how to run the model.

Tags: baseflow, hydrograph-separation, mathematical-modeling, streamflow, usgs-5f90ef0282ce720ee2d29b7e
Organization: Department of the Interior
Digital Orthorectified Aerial Image of Cottonwood Lake Study Area Wetlands P1 and T1 from 16 July 1998

Orthorectified image from aerial photograph of wetlands P1 and T1 in the Cottonwood Lake Study Area, Stutsman County, North Dakota. This image is part of a collection of photographs of the study area acquired during July and early August from 1975 to 2015.

Tags: aerial-photography, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagteddy, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagtshuler, cottonwood-lake-study-area, earth-sciencegtbiospheregtecosystemsgtaquatic-ecosystemsgtwetlands, earth-sciencegtbiospheregtecosystemsgtterrestrial-ecosystemsgtwetlands, environment, image-collections, imagerybasemapsearthcover, inlandwaters, north-dakota, northern-great-plains, platformgtaerial-photographs, prairie-pothole-region, stutsman-county, surface-water-non-marine, united-states-of-america, usgs-588627c2e4b0cad700058a99, wetland-ecosystems
Organization: Department of the Interior
Particle Image Velocimetry Images

This child item contains the image frames extracted from videos for each field site. The images serve as the input to the Particle Image Velocimetry (PIV) analysis. There are zip archive files for each field site included in this child item. Each of the zip files contain three directories of images:
&lt;br&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;original:&lt;/strong&gt; these are the image frames extracted from the videos without other modification.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;stable:&lt;/strong&gt; these image frames have been created by running the original frames through an image stabilization program. See the FGDC metadata Process Steps for more information.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;stable_subtracted:&lt;/strong&gt; these image frames have been created by using background subtraction on the stabilized images. See the FGDC metadata Process Steps for more information.&lt;/li&gt; 
&lt;/ul&gt;
&lt;br&gt;
In addition to the images zip archives, there is also a comma-separated values file (CSV) summarizing the frame extraction information used to create the original images. 
&lt;br&gt;
Each Field Site is abbreviated in various files in this data release. File and folder names are used to quickly identify which site a particular file or dataset represents. The following abbreviations are used:
&lt;ul&gt;
&lt;li&gt;ACR: Androscoggin River, Auburn, Maine, USA&lt;/li&gt;
&lt;li&gt;AFR: Agua Fria River, near Rock Springs, Arizona, USA&lt;/li&gt;
&lt;li&gt;CCC: Coachella Canal above All-American Canal Diversion, California, USA&lt;/li&gt;
&lt;li&gt;CMC: Cochiti East Side Main Channel, near Cochiti, New Mexico, USA&lt;/li&gt;
&lt;li&gt;GLR: Gila River near Dome, Arizona, USA&lt;/li&gt;
&lt;li&gt;RMC: Reservation Main Canal near Yuma, Arizona, USA&lt;/li&gt;
&lt;li&gt;SMC: Sile Main Canal (at head) at Cochiti, New Mexico, USA&lt;/li&gt;
&lt;li&gt;WMD: Wellton-Mohawk Main Outlet Drain near Yuma, Arizona, USA&lt;/li&gt;
&lt;/ul&gt;

Tags: acoustic-doppler-current-profiling, aerial-video, agua-fria-river-maricopa-county-arizona-usa, androscoggin-river-androscoggin-county-maine-usa, auburn-androscoggin-county-maine-usa, coachella-canal-imperial-county-california-usa, cochiti-lake-reservoir-sandoval-county-new-mexico-usa, cochiti-main-canal-cochiti-lake-sandoval-county-new-mexico-usa, drone, gila-river-yuma-county-arizona-usa, great-falls-androscoggin-county-maine-usa, hydrographic-datasets, imperial-valley-imperial-county-california-usa, inlandwaters, kinter-yuma-county-arizona-usa, remote-sensing, reservation-main-canal-imperial-county-california-usa, stream-discharge, stream-gage-measurement, streamflow, suas, unmanned-aircraft-system, unoccupied-aircraft-system, usgs-61eb3273d34e8b818ada9156, usgs-science-data-catalog-sdc, videography, water-resources
Organization: Department of the Interior
Migration corridors of mule deer in the Ruby Mountains, Nevada

The Area 10 mule deer population is one of the largest deer herds in the state, accounting for roughly 20 percent of the statewide mule deer population. The Area 10 herd is comprised of several sub populations that occupy the majority of the Ruby Mountains, are highly migratory,and exhibit long distance migrations from summer to winter ranges. Several key stopovers occur within the migration corridor for the Area 10 deer migration. The largest stopovers are located along the Harrison Pass Road on both sides of Toyn Creek,the west side of Pearl Peak and Sherman Mountain, Little and Big Bald Mountains near the Bald Mountain Mine complex, and Bourne to Orchard Canyons west of Warm Spring Ranch. The winter range encompasses a very large area and is distributed along the lower elevations of the 
Ruby Mountains from Interstate 80 to US Highway 50, a span of approximately 120 miles. Some extended migrations have occurred even farther to the south near Highway 6 in extreme winter years. Several migratory pathways in Area 10 face challenges to permeability including livestock fences, impediments to the migration path from mineral extraction, competition from wild horses, and increasing highway traffic in some portions of the range. 
These data provide the location of migration corridors for mule deer (Odocoileus hemionus) in the Ruby Mountains, Elko County, Nevada. They were developed from Brownian bridge movement models (Sawyer et al. 2009) using 290 migration sequences collected from a sample size of 117 animals comprising GPS locations collected every 1-25 hours.

Tags: animal-behavior, biota, elko, migration-corridors, migration-organisms, migratory-species, nevada, usa, usgs-5f8db51582ce32418791d526
Organization: Department of the Interior
Mobile Harbor Navigation Channel Delft3D Model Inputs and Results - With-Project Condition 10-Year Simulation Without Sea Level Rise

The numerical model Delft3D (developed by Deltares) was developed to evaluate the potential effects of proposed navigation channel deepening and widening in Mobile Harbor, Alabama (AL). The Delft3D model setup requires the input of a merged topographic and bathymetric elevations, a wave climate based on significant wave heights, peak wave period and mean wave direction, and a tidal-time series. The model was validated by comparing model outputs from deterministic runs with observations of water levels and velocities. The validated model was used to simulate scenarios of existing conditions and proposed with-project conditions (for example, channel deepening and widening). Simulations were performed for one year (the year 2010) and ten years, with and without 0.5 meters (m) of sea level rise. Model inputs and outputs in the form of topography and bathymetry for the scenario runs as well as output water levels and velocities for the deterministic runs are provided in this data release. For further information regarding model input generation and visualization of model output topography and bathymetry, refer to USGS Open-File Report 2018-1123.

Tags: alabama, bathymetry, coastal, coastal-ecosystems, digital-elevation-models, elevation, estuaries, estuarine-ecosystems, geomorphology, geoscientificinformation, gulf-of-mexico, marine-geology, marine-sediment-transport, mobile-bay, morphologic-change, north-america, ocean-processes, oceans, sea-level-change, sediment-transport, spcmsc, st-petersburg-coastal-and-marine-science-center, topography, u-s-geological-survey, united-states-of-america, usgs, usgs-e72f6ff4-7ca2-4d2d-9c70-41569b91abf0
Organization: Department of the Interior
LittleGunpowderFalls Shapefiles depicting the 2D HEC-RAS hydraulic modeling domains

The shapefiles depict the 2D HEC-RAS hydraulic modeling domains used for the simulations described in the associated publication. Model domains were delineated in the HEC-RAS geometry editor to encompass river-valley bottoms and adjacent hillslopes of four river reaches of contrasting contributing area and morphology: Seneca Creek at Dawsonville, MD; Patapsco River at Woodstock, MD; Patuxent River at Unity, MD; and Little Gunpowder Falls at Laurel Brook, MD.

Tags: biota, flood-regime, floodplain, hydrogeomorphology, hydrology, inundation, little-gunpowder-falls-laurel-brook-maryland-usa, patapsco-river-woodstock-maryland-usa, patuxent-river-unity-md-maryland-usa, seneca-creek-dawsonville-maryland-usa, usgs-5b911e2ee4b0702d0e80859d
Organization: Department of the Interior
Baseline coastal oblique aerial photographs collected from Key Largo, Florida, to the Florida/Georgia border, September 5-6, 2014

The U.S. Geological Survey (USGS) conducts baseline and storm response photography missions to document and understand the changes in vulnerability of the Nation's coasts to extreme storms. On September 5-6, 2014, the USGS conducted an oblique aerial photographic survey from Key Largo, Florida, to the Florida/Georgia border aboard a Cessna 182 aircraft at an altitude of 500 feet (ft) and approximately 1,200 ft offshore (Figure 2, http://pubs.usgs.gov/ds/0953/html/ds953_fig2.html). This mission was flown to collect data for assessing incremental changes since the last survey, flown October 1998, and can be used for assessing future coastal change. The photographs provided here are Joint Photographic Experts Group (JPEG) images. The photograph locations are an estimate of the position of the aircraft and do not indicate the location of the feature in the images (see the Navigation Data page, for additional details: http://pubs.usgs.gov/ds/0953/html/ds953_nav.html). These photographs document the configuration of the barrier islands and other coastal features at the time of the survey. ExifTool (http://www.sno.phy.queensu.ca/~phil/exiftool/) is a free software program for reading, writing, and manipulating image, audio, and video metadata. ExifTool (http://www.sno.phy.queensu.ca/~phil/exiftool/) is a free software program for reading, writing, and manipulating image, audio, and video metadata. ExifTool was used to add the following to the header of each photo: time of collection, Global Positioning System (GPS) latitude, GPS longitude, keywords, credit, artist (photographer), caption, copyright, and contact information. Photographs can be opened directly with any JPEG-compatible image viewer by clicking on a thumbnail on the contact sheet. All image times are recorded in Coordinated Universal Time (UTC). Table 1 (http://pubs.usgs.gov/ds/0953/html/ds953_table.html) provides detailed information about the assigned location, name, date, and time the photograph was taken along with links to the photograph. In addition to the photographs, a Google Earth Keyhole Markup Language (KML) file is provided and can be used to view the images by clicking on the marker and then clicking on either the thumbnail or the link above the thumbnail. The KML files were created using the photographic navigation files. Note: A KML number was assigned to each photograph to aid navigation of the Google Earth file. These numbers correspond to the site labels in Google Earth.

Tags: amelia-island, baseline-survey, beach-erosion, coastal-aerial-photography, coastline, daytona-beach, environment, florida, imagerybasemapsearthcover, jacksonville, kennedy-space-center, key-largo, melbourne, miami, national-assessment-project, photographs, plantation, structure, u-s-geological-survey, usgs-a1bf45db-ac9e-40eb-8878-c4dc26ad5b57, west-palm-beach
Organization: Department of the Interior
6PPD-quinone concentrations in the Sacramento-San Joaquin Delta, California, 2018-2024

The Sacramento-San Joaquin Delta is a crucial river delta that supplies a significant portion of California's freshwater for agricultural and residential use and serves as critical habitat for numerous state and federally listed species of concern. In several areas, urban stormwater drains discharge directly into the Delta. 6PPD-quinone (6PPD-Q, 2-anilo-5-[(4-methylpentan-2- yl)amino]cyclohexa-2,5-diene-1,4-dione), an ozonation byproduct of the tire antiozonant 6PPD (N-(1,3-Dimethylbutyl)-N'-phenyl-p-phenylenediamine), has been shown to enter surface water through these pathways and can cause various toxicological effects, including acute urban mortality syndrome in coho salmon (Oncorhynchus kisutch (Walbaum, 1792)) ) at low concentrations (LC50 = 41 nanograms per liter [ng/L] for juveniles and 95 ng/L for adults). In this study, we quantified 6PPD-Q in 64 archived Delta water extracts collected between 2018 and 2024, with detected levels reaching up to 20.64 ng/L. All detections were observed in samples collected during or immediately following precipitation events, consistent with the general understanding of 6PPD-Q transport. Reported concentrations are to be considered as the minimum amount present due to unknowns surrounding long storage times of archived extracts. Additionally, silicone bands were identified as potential passive samplers for semi-quantitative 6PPD-Q research. This work provides environmentally relevant concentration data that complements ongoing toxicological investigations of 6PPD-Q in Delta organisms and highlights the need for a more comprehensive survey of 6PPD-Q inputs into the Delta.

Tags: 6ppd-quinone, california, contaminant-transport, contamination-and-pollution, environment, liquid-chromatography, mass-spectrometry, sacramento-county, sacramento-delta, sacramento-san-joaquin-delta, san-joaquin-delta, surface-water-quality, tire-wear-chemicals, usgs-66b67b8dd34eebcf8bb395cb, water-quality
Organization: Department of the Interior
Ground control points collected during unmanned aerial systems (UAS) flights: Potomac River in Brunswick Maryland on October 22, 2019

Low-altitude aerial images were taken over an area of the Potomac River in Brunswick, Maryland using 3DR Solo unmanned aircraft systems (UAS) on October 22, 2019. The imagery was collected for the purpose of evaluating UAS assessment of river habitat data such as water depth, substrate type, and water clarity. Some photographs contain black and white targets used as ground control points (GCPs), which were surveyed by a field crew with a high-precision (GNSS) Global Navigation Satellite System and/or containing internal post processing kinematic (PPK) GPS system. This data release contains the csv files containing the latitude and longitude coordinates, in Universal Transverse Mercator Zone 18N referenced to the North American Datum of 1983 (2011), of the ground control points.

Tags: aeropoints, brunswick, ceramic-tile, elevation, gcp, geoscientificinformation, global-positioning-system, gps, ground-control-points, location, maryland, navigation, navigational-data, potomac-river, u-s-geological-survey, usa, usgs, usgs-5e2b4eb0e4b0a79317d05ac7
Organization: Department of the Interior
Suspended-Sediment Data for the Chehalis, Satsop and Wynoochee Rivers, WA for Water Years 2019-2022

This data release summarizes suspended sediment monitoring results on the Chehalis (USGS 12031000), Satsop (USGS 12035000) and Wynoochee (USGS 12037400) Rivers between water years 2019 and 2022. Sediment monitor was based on a combination of continuous turbidity records and discrete suspended-sediment concentration (SSC) measurements. Data and results for each monitoring station were combined into zip files. Each zip file contains 1) summarized SSC measurements used in model calibration, 2) a detailed model archive summary documenting the process used to estimate SSC at 15-minute intervals, and 3) full 15-minute estimates of SSC and suspended loads between Oct. 1, 2018 and Sept 30, 2022. Metadata files within the zip files provide additional details on the file structure.

Tags: chehalis-river, environment, geoscientificinformation, olympic-mountains, satsop-river, sediment-transport, suspended-material-water, usgs-63a20374d34e0de3a1f27d1e, washington-state, wynoochee-river
Organization: Department of the Interior
WRTDS-K nutrient and sediment loads at Illinois EPA Ambient Water Quality Monitoring Network sites through water year 2020

This data release contains estimates of annual nitrate, suspended sediment, phosphorus, and chloride loads and uncertainty from sites in the Illinois Environmental Protection Agency (Illinois EPA) Ambient Water Quality Monitoring Network. The loads were estimated using Weighted Regressions on Time, Discharge, and Season with Kalman filtering (WRTDS-K) and existing discrete water-quality data and discharge data collected by Illinois EPA, the U.S. Geological Survey, and Illinois State Water Survey through water year (WY) 2020. All water-quality and discharge data used in this work are available from the Water Quality Portal and the National Water Information System. 
The data release comprises a single comma-separated values (CSV) file containing annual loads, load uncertainty, and sample counts for each Ambient monitoring station.

Tags: ambient-water-quality-monitoring-network, nitrate, nitrogen, phosphorus, regression-analysis, suspended-sediment, usgs-60abcec0d34ea221ce51e8a3, water-quality, weighted-regressions-on-time-discharge-and-season-with-kalman-filtering-wrtds-k
Organization: Department of the Interior
Tokio aquifer limit.shp

The Tokio Formation in southwestern Arkansas, hereafter referred to as the Tokio aquifer, is a source of groundwater for agricultural, domestic, industrial, and public use in Clark, Hempstead, Little River, Miller, Nevada, and Pike counties. Water-level altitudes measured 42 wells completed in the Tokio aquifer during 2014 and 2015 were used to create a potentiometric-surface map. In southwestern Arkansas, potentiometric surfaces indicate that groundwater flow in the Tokio aquifer is towards the city of Hope. Northwest of the city of Hope, a cone of depression may exist. In southwestern Pike, northwestern Nevada, and northeastern Hempstead Counties, an area of artesian flow (water levels are at or above land surface) exists.

Tags: aquifer-limit, generalized, nacatoch, potentiometric-surface, tokio, usgs-5926e265e4b0b7ff9fb48a2a
Organization: Department of the Interior