AndreaBozzo/ceres-open-data-index huggingface dataset:
Digital database of previously published subsurface unit tops from a 3D Model of the Anadarko Basin Province

This digital data release contains gridded elevation surfaces for twenty-six (26) subsurface horizons, a grid of the estimated thickness of strata eroded during the Cenozoic, and fault traces at the level of the Precambrian surface from a previously published 3D geologic model of the Anadarko Basin Province (Higley and others, 2014). In the original release of the 3D model, elevation surfaces were exported to a Zmap interchange file format, potentially limiting access to the data for users without access to specialized software. In this digital data release, elevation surfaces are provided in more readily accessible formats and modeled horizons are given more thorough stratigraphic descriptions than provided in the original model documentation. Within the AnadarkoBasin_Higley geodatabase, the GeologicMap feature dataset contains a line feature class (ContactsAndFaults) containing fault traces at the level of the Precambrian surface, a polyline representing the approximate Anadarko Basin boundary, and model area boundary digitized from the original publication; a polygon feature dataset (MapUnitPolys) with the approximate Anadarko Basin boundary and the model area boundary; and raster datasets for the 26 subsurface horizons and a single thickness grid representing the estimated eroded thickness of strata. Nonspatial tables define the data sources used (DataSources), define terms used in the dataset (Glossary), and provide a description of the modeled surfaces (DescriptionOfMapUnits) that provides the user with far greater stratigraphic detail than the original publication. Separate file folders contain the vector data in shapefile format, the raster data in ASCII and GeoTiff file formats, and the tables as comma-separated values file format. In addition, a tabular data dictionary describes the entity and attribute information for all attributes of the geospatial data and the accompanying nonspatial tables (EntityAndAttributes). Elevation surfaces exported from the 3D model in Zmap interchange file format and additional datasets are available through the original publication (Higley and others, 2014: https://pubs.usgs.gov/dds/dds-069/dds-069-ee/).

Tags: arbuckle-group, atoka-group, bedrock-geologic-units, blaine-formation, chase-group, cherokee-group, colorado, council-grove-group, cretaceous, desmoinesian, douglas-group, elevation, geologic-structure, geoscientificinformation, heebner-shale, hunton-group, kansas, morrow-formation, ogallala-formation, oklahoma, permian, precambrian, simpson-group, springer-formation, stone-corral-formation, stratigraphic-thickness-maps, subsurface-maps, sylvan-shale, texas, thirteen-finger-limestone, united-states, usgs-6410e613d34e22162d3e1774, viola-group, wabaunsee-group, wellington-formation, woodford-shale
Organization: Department of the Interior
Wind rose plots for the volcano: 352021  Atacazo

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-58d01746e4b0236b68f531c8, volcanic-ash, volcanic-eruption-forecasting, wind
Organization: Department of the Interior
SabLa

The dataset folder entitled “SabLa” holds data structures consisting of statistical predictions of daily salinity time series for the Sabine Lake (SabLa) group, generated from the makESTUSAL software repository described by Asquith and others (2023b). The statistical methods included multiple methods of machine learning, which produced the daily salinity prediction and attendant credible uncertainties included in the data release. The geographic scope of the SabLa group includes the predictions for two locations defined using agency code and salinity site abbreviations.

Tags: estuary, gulf-of-mexico, modeling, sabine-lake, salinity, usgs-65bc058bd34e18c6baf2efb4
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2018 Site 0114 land-water classification data

Wetland restoration efforts conducted by the Coastal Wetlands Planning, Protection and Restoration Act (CWPPRA) in Louisiana rely on monitoring efforts to determine the efficacy of these efforts. 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 398 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. A DOQQ is a raster image in which displacement in the image caused by sensor orientation and terrain relief has been removed and combines the image characteristics of a photo with geometric qualities of a map. The DOQQs generated for this project consist of 2018 Color Infrared (CIR) Digital Imagery. These images were classified into land and water categories using a threshold of the near infrared (NIR) band, followed by supervised and unsupervised classification.  Initial classification results are then reviewed by multiple image analysts to identify and manually recode errors. The final land-water classifications are intended to serve as both geographic and quantitative assessments of landscape composition on the date of acquisition. Four previous assessments have been conducted (2005, 2008, 2012, and 2015/2016). Once the program creates enough data points for statistical analyses, these data will be used for land area change rate calculation.

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-611d29cbd34e40dd9c012893, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Digital Orthorectified Aerial Image of Cottonwood Lake Study Area Wetlands P2, P3, and P4 from 2011

Orthorectified image from aerial photograph of wetlands P2, P3, and P4 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-58923254e4b072a7ac13df2b, wetland-ecosystems
Organization: Department of the Interior
GSFLOW model to evaluate the effect of groundwater pumpage and climate stresses on the integrated hydrologic system of the Yucaipa subbasin, Yucaipa Valley watershed, San Bernardino and Riverside Counties, California.

A three-dimensional, GSFLOW model was developed to simulate and quantify the hydrologic 
system of the Yucaipa subbasin. The model was calibrated to conditions from 1970 to 2014, the 
period for which data are most complete and reliable. The model was used to (1) quantify the 
effects of historical and potential water-resource development induced by climate changes and 
human-related activities, and (2) to derive components of the daily water budgets for the 
components of the integrated model for calendar years 1970–2014 (long-term average), with 
particular attention given to groundwater budgets for dry and wet periods. The model also was 
used to assess the effects of pumping and climate stresses on hydrologic-budget components 
in 12 groundwater subareas within the Yucaipa subbasin. This USGS data release contains all 
of the input and output files for the simulations described in the associated model documentation 
report (https://doi.org/10.3133/sir20215118). This data release also includes (1) Zonal budget code, 
input, and output files , (2) source code for GSFLOW, PEST++, and zone budget executable, 
(3) PEST++ files used in model calibration, and (4) ancillary files that might be useful for future 
model users.
     

Tags: california, environment, groundwater-model, gsflow, inlandwaters, prms, riverside-county, san-bernardino-county, san-bernardino-valley, usgs-24750997-406d-432f-a055-65125c335396, usgs-model, usgsgroundwatermodel, yucaipa-valley
Organization: Department of the Interior
Flooding extent polygons for modelled wave-driven water levels in Florida with and without projected coral reef degradation

This data release presents projected flooding extent polygon (flood masks) shapefiles based on wave-driven total water levels for the State Florida (the Florida Peninsula and the Florida Keys). There are 12 associated flood mask shapefiles: one for each of four nearshore wave energy return periods (rp; 10-, 50-, 100-, and 500-years), the current scenario (base) and each of the degradation scenarios (Mean Elevation and Mean Erosion).

Tags: broward-county, cmhrp, coastal-and-marine-hazards-and-resources-program, coastal-processes, coral-reef, coral-reef-communities, environment, flooding, florida-keys, florida-peninsula, geoscientificinformation, habitat, martin-county, miami-dade-county, monroe-county, oceans, pacific-coastal-and-marine-science-center, palm-beach-county, pcmsc, reef, reef-ecosystems, state-of-florida, u-s-geological-survey, united-states-of-america, usgs, usgs-5f2d4c3782ceae4cb3c2e1c9
Organization: Department of the Interior
Potential Wetland Extent Along the Patoka River Between USGS Gaging Stations 03375500 and 03376500

The Wetland Reserve Program (WRP) is a voluntary program administered by the NRCS. It provides technical and financial assistance to private landowners and Tribes to restore, protect, and enhance wetlands in exchange for retiring eligible land from agriculture. For a site to be a wetland eligible for restoration, it must be in a zone with sustained or frequent flooding for a period of 7 consecutive days on average at least once every 2 years (a value termed the 7MQ2). This study calculated the 7MQ2 flows for all the U.S. Geological Survey streamgages within the selected study reaches. These flows were related to the stage discharge tables for each streamgage and a corresponding elevation was determined. By use of the water-surface elevations (“inundation elevations”) along the rivers, an approximate extent of potential wetland for a restoration in agricultural land can be mapped. As part of the study, a set of maps representing the estimated potential wetland extents for each study reach was generated in a geographic information system (GIS) application by combining (1) a digital water-surface plane representing the surface of inundation elevation that sloped in the downstream direction of flow and (2) land-surface elevation data. The map products from this study will aid the NRCS and its partners with the onsite inundation-zone verification in agricultural land for a potential restoration.

Tags: 7mq2, dubois-county, environment, extent, floods, geoscientificinformation, geospatial-analysis, geospatial-datasets, gibson-county, hydrology, inlandwaters, inundation, jasper, maps-and-atlases, patoka-river, pike-county, princeton, state-of-indiana, streamflow, surface-water-level, usgs-5bad3381e4b08583a5d11477, wetland, wetland-ecosystems, wetland-functions, wetland-reserve-program
Organization: Department of the Interior
Hakalau Forest NWR Bryophyte and Seedling Data 2018

This data release includes data and metadata on 1) the coverage and composition of bryophytes and other ground cover, 2) seedling abundance, composition, and rooting substrate and 3) sampling locations. All sites were within Hakalau Forest National Wildlife Refuge on Hawaii Island. This study aims to evaluate the role of bryophytes in seedling recruitment and thus forest regeneration in different forest types. We compared bryophyte composition and coverage between tree species (Acacia koa and Metrosideros polymorpha) and forest types (intact forest and restoration forest) and then sampled native woody seedling recruitment in the bryophytes as well as other ground covers, such as leaf litter, bare soil, and exotic grass.

Tags: botany, bryophyte, ecology, forest-resources, forest-restoration, hakalau-forest-national-wildlife-refuge, hawaii, land-use-change, plant-ecology, seedling-recruitment, tropical-forest-dynamics, usgs-5cdb7a30e4b0ab16db3a878c
Organization: Department of the Interior
Parasitism rates of koa moth (Scotorythra paludicola) caterpillars during koa moth outbreak, 2013-2014

The koa moth (Scotorythra paludicola) is a species of moth that has been reported to irrupt in abundance on occasion over the past 100 years, sometimes defoliating its host plant, koa (Acacia koa), during the event. This data release includes metadata and tabular data that document rate at which koa moth caterpillars were attacked and killed by parasitoid wasps (Hymenoptera) during an outbreak of the koa moth that resulted in widespread defoliation of koa across much of Hakalau Forest National Wildlife Refuge during 2013-2014. The data set documents the fate of caterpillars collected from koa foliage during the outbreak and reared in the lab, as well as the species identification of parasitoid wasps that emerged from caterpillars. The parasitism rate was calculated as the percent of caterpillars from which a parasitoid wasp  emerged.

Tags: biota, caterpillar, hakalau-forest-national-wildlife-refuge, hawaii-island, insect-outbreak, parasitoid-wasp, usgs-606f9bfdd34ef99870189bc1
Organization: Department of the Interior
Wind rose plots for the volcano: 311310  Makushin

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-58d0155ae4b0236b68f52f55, volcanic-ash, volcanic-eruption-forecasting, wind
Organization: Department of the Interior
Archive of Chirp Subbottom Profile Data Collected in 2016 from the Northern Chandeleur Islands, Louisiana

From June 10 to 19, 2016, the U.S. Geological Survey (USGS) conducted a geophysical survey to investigate the geologic controls on barrier island evolution and medium-term and interannual sediment transport along the sand berm constructed in 2011 (offshore, at the northern end of the Chandeleur Islands, Louisiana) as mitigation of the Deepwater Horizon oil spill. This investigation is part of a broader USGS project, which seeks to better understand barrier island evolution over medium time scales (months to years). This publication serves as an archive of unprocessed, digital chirp subbottom data, survey trackline map, navigation files, geographic information system (GIS) data, and formal Federal Geographic Data Committee (FGDC) metadata. Processed subbottom profile images are also provided. The archived trace data are in standard Society of Exploration Geophysicists (SEG) SEG Y revision 0 format (Barry and others, 1975) and may be downloaded and processed with commercial or public domain software such as Seismic Unix (SU).
These data are available for viewing using GeoMapApp (http://www.geomapapp.org/) and Virtual Ocean (http://www.virtualocean.org/) multi-platform open source software. In addition, the SEG Y files can be downloaded from the USGS Coastal and Marine Geoscience Data System (CMGDS, https://cmgds.marine.usgs.gov).

Tags: 2016-335-fa, barrier-island-mapping, chandleur-islands, chirp, coastal-processes, distributions, geology, geoscientificinformation, gulf-of-mexico, louisiana, marine-geology, oceans, physical-habitats-and-geomorphology, seg-y, seismic-reflection-profiling, society-of-exploration-geophysicists, sub-bottom-profiling, united-states, usgs-6220d6ea-ba44-47a6-a682-80b5c734aa36
Organization: Department of the Interior
Wetted channel and bar features for the Coquille River, Oregon 1939

The Coquille River system is an unregulated system that encompasses 2,745 square kilometers of southwestern 
Oregon and flows into the Pacific Ocean near the town of Bandon, Oregon. Beginning in the Rogue River-Siskiyou National Forest, 
the South Fork Coquille River gains the Middle Fork Coquille River (drainage area 798 square kilometers) and shortly thereafter the 
North Fork Coquille River (749 square kilometers). In cooperation with the U.S. Army Corps of Engineers, the U.S. Geological Survey 
completed a reconnaissance-level assessment of channel condition and bed-material transport relevant to the permitting of in-stream 
gravel extraction along the the South Fork Coquille River from river kilometer (RKM) 115.4 near its confluence with Upper Land Creek 
to RKM 58.5 at its confluence with the North Fork Coquille River, the mainstem Coquille River from RKM 58.5 at the confluence of the 
South and North Forks of the Coquille River to its mouth, the Middle Fork Coquille River from RKM 15.4 to its confluence with the 
South Fork Coquille River, and the North Fork Coquille River from RKM 14.6 to its confluence with the South Fork Coquille River. To 
support these analyses, digital channel maps were produced to depict channel and floodplain conditions in the Coquille River basin 
from different time periods. GIS layers defining the wetted channel and bar features and channel centerline of Hunter Creek were 
developed for four time periods: 1939, 1967, 2005, and 2009. For this project, the active channel was defined as area typically 
inundated during annual high flows, and includes the low-flow channel as well as side channels, islands, and channel-flanking gravel 
bars. The wetted channel and bar feature datasets were developed by digitizing from aerial photographs. Aerial photographs from 1939 
and 1967 were scanned, rectified, and mosaicked for this project (See metadata for each photograph set for more information on the 
rectification process and resolution of each dataset). Digital orthophotographs from 2005 and 2009 are publicly available.

Tags: channel-stability, coos-county, coquille-river, curry-county, environment, fluvial-geomorphology, geoscientificinformation, historical-channel-change, inlandwaters, middle-fork-coquille-river, north-fork-coquille-river, oregon-coast-range, sediment-transport, south-fork-coquille-river, usgs-f45bcaec-1588-47dd-90c6-7f79b46bac84
Organization: Department of the Interior
Magnetotelluric data, Southern San Luis Valley, Colorado, 2006: Station 14

This dataset includes the magnetotelluric (MT) sounding data collected in 2006 in the Southern San Luis Valley, Colorado. The U.S. Geological Survey conducted a series of multidisciplinary studies, including MT surveys, in the San Luis Valley to improve understanding of the hydrogeology of the Santa Fe Group and the nature of the sedimentary deposits comprising the principal groundwater aquifers of the Rio Grande rift. The shallow unconfined and the deeper confined Santa Fe Group aquifers in the San Luis Basin are the main sources of municipal water for the region. The population of the San Luis Valley region is growing rapidly and water shortfalls could have serious consequences. Future growth and land management in the region depend on accurate assessment and protection of the region's groundwater resources.

Tags: apparent-resistivity, colorado, costilla-county, electromagnetic-surveying, geophysics, geoscientificinformation, gps-measurement, impedance, impedance-phase, impedance-strike, magnetic-field-earth, magnetic-surveying, magnetotelluric, mt, rocky-mountains, san-luis-valley, sounding, tipper, usgs-57e41dc2e4b0908250060e9c
Organization: Department of the Interior
Bera M., Over T. M.,2016, Hourly wind speed in miles per hour and three digit flag code associated with the data, January 1, 1948 - September 30, 2014

The text file "Wind speed.txt" contains hourly data and associated flag codes from January 1, 1948, to September 30, 2014. The primary source of the data is the Argonne National Laboratory, Illinois. The first four columns give year, month, day and hour of the observation. Column 5 is the data in miles per hour and column 6 is the flag (three digit code). The codes have been created to identify the wind speed data processing. They indicate if the data are original or missing, the method that was used to fill the missing periods, and any other transformations of the data. The codes consist of a three-digit sequence in the form "xyz" that describe the origin and transformations of the data values. The user of the data should consult Over and others (2010) for the detailed documentation of the data codes.   
Reference Cited:  
Over, T.M., Price, T.H., and Ishii, A.L., 2010, Development and analysis of a meteorological database, Argonne National Laboratory, Illinois: U.S. Geological Survey Open File Report 2010-1220, 67 p., http://pubs.usgs.gov/of/2010/1220/.

Tags: argonne-national-laboratory-illinois, dekalb-illinois, dupage-county-illinois, flag, flood, forecasting, hydrology, ohare-international-airport-illinois, runoff, st-charles-illinois, usgs-56d89b14e4b015c306f6d171, wind-speed
Organization: Department of the Interior
Mean tidal range of marsh units in Chesapeake Bay salt marshes

This data release contains coastal wetland synthesis products for Chesapeake Bay. Metrics for resiliency, including unvegetated to vegetated ratio (UVVR), marsh elevation, and tidal range are calculated for smaller units delineated from a digital elevation model, providing the spatial variability of physical factors that influence wetland health. The U.S. Geological Survey has been expanding national assessment of coastal change hazards and forecast products to coastal wetlands with the intent of providing federal, state, and local managers with tools to estimate the vulnerability and ecosystem service potential of these wetlands. For this purpose, the response and resilience of coastal wetlands to physical factors need to be assessed in terms of the ensuing change to their vulnerability and ecosystem services.

Tags: chesapeake-bay, coastal-ecosystems, coastal-processes, environment, estuary, geospatial-datasets, inlandwaters, marsh-health, maryland, north-carolina, oceans, salt-marsh, tidal-range, tides-oceanic, united-states, usgs-630f9bcbd34e36012efa0927, vegetation, virginia, wetland-ecosystems, wetland-functions
Organization: Department of the Interior