AndreaBozzo/ceres-open-data-index huggingface dataset:
Constraints on marsh response to accelerating sea level rise

Here we provide data used to report on changes in tidal marsh elevation in relation to our network of 387 fixed benchmarks in tidal marshes on four continents measured for an average of 10 years. During this period RSLR at these marshes reached on average 6.6 mm yr-1, compared to 0.34 mm yr-1 over the past millennia. While the rate of sediment accretion corresponded to RSLR, the loss of elevation to shallow subsidence increased in proportion to the accretion rate. This caused a deficit between elevation gain and RSLR which increased consistently with the rate of RSLR regardless of position within the tidal frame, suggesting that long-term in situ tidal marsh survival is unlikely. While higher tidal range (&gt;3m) conferred a greater stability in measures of shoreline change and vegetation cover, other regions showed a tendency towards instability and retreat.

Tags: elevation, usgs-6202a151d34e622189dcb31d, wetland
Organization: Department of the Interior
Magnetotelluric data from Minnesota, Wisconsin, and Upper Michigan, 2015-2019, station nmn918

This dataset consists of 176 wideband magnetotelluric (MT) stations collected from 2015-2019 across parts of Minnesota, Wisconsin and the Upper Peninsula of Michigan. The U.S. Geological Survey (USGS) acquired these data as part of regional investigations into the geologic and tectonic framework of the area and to support mineral resource investigations. These data have been used to generate a 3D regional conductivity model of the area. Files included in this publication include measured electric- and magnetic-field time series as well as estimated impedance and vertical-magnetic field transfer functions. The data included here are for MT station nmn918 in the Northern Minnesota survey region. A shapefile with station information for all stations in this dataset is available at https://doi.org/10.5066/P9G2Y71H.

Tags: animikie-basin, apparent-resistivity, archean, ashland-syncline, bayfield-peninsula, conductivity, duluth-complex, electromagnetic-surveying, exploration, geologic-structure, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, gggsc, impedance, keweenaw-peninsula, lake-superior, magnetic-field-earth, magnetotelluric-surveying, magnetotellurics, mesoproterozoic, michigan, midcontinent-rift, mineral-resources, mineral-resources-program, minnesota, mrp, mt, paleoproterozoic, penokean-orogen, phanerozoic, phase, quaternary, tectonics, time-series, tipper, upper-peninsula, usgs-5f6a9c1d82ce38aaa2449662, wisconsin, wisconsin-magmatic-terranes
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2021 Site 0517 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 2021 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. Five previous assessments have been conducted (2005, 2008, 2012, 2015/2016, and 2018). 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-6569e532d34e6dde1a4ae0ba, wetland, wetland-restoration
Organization: Department of the Interior
One-second USGS Sitka (SIT) magnetic observatory data collected before 2013

The USGS Geomagnetism Program operates a network of magnetic observatories that collect vector and scalar magnetometer data for use in Earth main-field modeling, geophysics research, space physics research, and space weather hazard assessment and mitigation. Until mid-2011, only 1-minute time resolution magnetic field measurements were archived with the INTERMAGNET consortium following international magnetic observatory standards. 1-second time resolution magnetic field measurements, which had already been collected by all the USGS observatories for up to almost a decade prior, started being archived with INTERMAGNET on June 13, 2011, or July 27, 2012 in the case of the more recently constructed Deadhorse (DED) magnetic observatory. This data release contains 1-second time resolution magnetic field measurements collected up through the end of 2012, after which time 1-second data from USGS magnetic observatories may be obtained from INTERMAGNET. There is some overlap between data in this release and those data archived with INTERMAGNET. Any discrepancies that may exist between these two data sources should resolve in favor of INTERMAGNET.
SIT-specific notes:
- some filenames originally possessing a ".sec" extension were renamed to ".raw"

Tags: geologic-hazards-science-center, geomagnetism-program, geoscientificinformation, magnetic-observatory, magnetic-scalar-field, magnetic-variometer, magnetic-vector-field, magnetometer, north-america, sitka-alaska, united-states, usgs, usgs-6334f210d34e900e86c7174d
Organization: Department of the Interior
Satellite-derived shorelines and foredune toes along Minnesota Point (Duluth, MN) from 2016 to 2023

This data release contains 2 shapefiles which include 626 unique shorelines and 3 foredune toes spanning 2016 to 2023 along Minnesota Point, a 9-kilometer long bay-mouth bar at the western end of Lake Superior. Each shoreline represents the intersection line between land and water at a unique time associated with the capture of a satellite image, and these shorelines are used to examine trends in beach width and investigate beach nourishment performance in an accompanying publication (Roland et al., 2024). The shorelines were extracted from 3-meter resolution Planet Labs PlanetScope satellite imagery following the methods of Doherty et al., 2022. A site-specific machine learning model was developed to classify image pixels into water, whitewater, sand, and other land classifications, and the model is documented in an associated model archive (Roland, 2024). Each foredune toe line represents the manually interpreted intersection between the relatively flat beach face and the steeper dune face at a point in time associated with an aerial LiDAR data acquisition (July 2009, September 2019, and  April 2021). The foredune toe positions are used to assess erosion trends along the length of Minnesota Point.

Tags: beach-nourishment, coastal, duluth, environment, geomorphology, great-lakes, lake-superior, machine-learning, minnesota, minnesota-point, remote-sensing, satellite, st-louis-county, usgs-668c1851d34e463649da95d0
Organization: Department of the Interior
Point Sampling for Eelgrass (Zostera marina) and Seaweeds in Duchikthluk and Shoal Bays of Nunivak Island, Alaska, 2010

These data are in seven tables relating to surveys of eelgrass beds in Duchikthluk and Shoal Bays of Nunivak Island, Alaska. The tables provide environmental conditions, eelgrass abundance, distribution, and measurements used to estimate overall biomass. These tables also provide information on percent cover and location of eelgrass and seaweeds/bluegreen algae, biomass of eelgrass, presence and absence of selected invertebrates, and environmental conditions during the survey.

Tags: alaska, angiosperms-flowering-plants, animal-and-plant-census, animals-invertebrates, aquatic-ecosystems, benthic-habitat, biological-productivity, biomass, biota, coastal-ecosystems, duchikthluk-bay, eelgrass, environment, estuarine-habitat, field-inventory-and-monitoring, macroalgae-seaweeds, marine-ecosystems, monocots, nunivak-island, relative-abundance-analysis, seagrass, seagrass-beds, shoal-bay, standing-crop, usgs-asc443, yukon-delta-national-wildlife-refuge, zostera-marina
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2005, 2008, 2012, 2016, 2018, and 2021 Site 0159 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, 2016, 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-64dfbb31d34e5f6cd553c079, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Point Sampling Data for Eelgrass (Zostera marina) and Widgeongrass (Ruppia marina) Abundance in Embayments of the North Pacific Coast of Baja California, Mexico

These data are in seven tables relating to surveys of eelgrass (Zostera marina) and widgeongrass (Ruppia maritima) beds in embayments of the north Pacific coast of Baja California, Mexico. The tables provide environmental conditions, eelgrass and widgeongrass abundance, and measurements used to estimate their aboveground biomass. These tables also provide information on percent cover, location, and tide height of eelgrass, widgeongrass and seaweeds, and water conditions during the survey.

Tags: algae, angiosperms-flowering-plants, animal-and-plant-census, aquatic-ecosystems, aquatic-plants, bahia-san-quintin, baja-california, benthic-habitat, biological-productivity, biomass, biota, coastal-ecosystems, eelgrass, environment, estuarine-ecosystems, field-inventory-and-monitoring, laguna-ojo-de-liebre, laguna-san-ignacio, macroalgae-seaweeds, marine-ecosystems, mexico, monocots, plot-sampling, relative-abundance-analysis, ruppia-maritima, seagrass, seagrass-beds, seaweeds, usgs-asc444, vascular-plants, widgeongrass, zostera-marina
Organization: Department of the Interior
Sediment Temperature, 2015

This data table contains summary data for temperature time series in near-surface sediments in high and low tidal marsh at 7 sites during 2015.
These data support the following in-press publication: Janousek, C.N., Buffington, K.J., Guntenspergen, G.R., Thorne, K.M., Dugger, B.D., and Takekawa, J.Y., 2017. Inundation, vegetation, and sediment effects on litter decomposition in Pacific coast tidal marshes. Ecosystems.

Tags: carbon-cycling, climate-change, decomposition, deschampsia-cespitosa, distichlis-spicata, inundation, organic-matter, plant-composition, salicornia-pacifica, sea-level-change, tidal-marsh, usgs-5870349ae4b01a71ba0c607d
Organization: Department of the Interior
1:500,000-scale depth-to-water area polygons for the Humboldt River Basin, Nevada

This data set consists of 1:500,000-scale depth-to-water area polygons for the Humboldt River Basin, Nevada as published in the Nevada Department of Conservation and Natural Resources Water Resources Bulletin 32 titled "Hydrologic reconnaissance of the Humboldt River basin, Nevada", 1966.

Tags: depth-to-water, geoscientificinformation, great-basin, groundwater, humboldt-river-basin, inlandwaters, nevada, usgs-58a3a3d4e4b0c8251289ad24
Organization: Department of the Interior
Station MTSF05; Magnetotelluric sounding data in the Silverton Caldera complex, Colorado, 2019

This dataset includes magnetotelluric (MT) sounding data collected in July 2019 in the Silverton Caldera complex, Colorado, in the Southern Rocky Mountain Volcanic Field, by the U.S. Geological Survey (USGS). Along with geologic mapping, airborne magnetics, airborne electromagnetics, and audiomagnetotellurics, the USGS collected MT data at 24 sites along five profiles ranging from 2 to 5 kilometers in length: across Red Mountain of the Silverton caldera, within the caldera in Eureka Graben, across the south-eastern margin of the caldera along Arrastra Gulch, across the southern margin of the caldera along the western margin of Kendall Mountain, and across the south-western margin of the caldera along South Fork Mineral Creek. The data included here are for MT station MTSF05 located along South Fork Mineral Creek.

Tags: a-shallow-to-deep-view-inside-the-hydrothermally-altered-and-mineralized-silverton-caldera-comp, abandoned-mine-lands-cleanup, abandoned-mines-and-quarries, animas-river, apparent-resistivity, arrastra-gulch, colorado, department-of-the-interior, doi, economy, electric-field-earth, eureka-graben, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, gggsc, gps-measurement, hydrothermal-processes, impedance, impedance-phase, impedance-strike, kendall-mountain, magnetic-field-earth, magnetotelluric, magnetotelluric-surveying, mineral-deposits, mineral-resources, mineral-resources-program, mrp, mt, ouray-county, red-mountain, san-juan-county, san-juan-silverton-caldera-complex, silverton, sounding, south-fork-mineral-creek, southern-rocky-mountains, southern-rocky-mountains-volcanic-field, tipper, u-s-forest-service, u-s-geological-survey, usfs, usgs, usgs-5f0725af82ce21d4c3fb635b, water-quality
Organization: Department of the Interior
Water pressure/depth, velocity, and turbidity time-series data from SPB14 Bay shallows stations in San Pablo Bay and China Camp Marsh, California

Files contain hydrodynamic and sediment transport data for the location and deployment indicated. Time-series data of water depth, velocity, turbidity, and temperature were collected in San Pablo Bay and China Camp Marsh as part of the San Francisco Bay Marsh Sediment Experiments. Several instruments were deployed in tidal creek, marsh, mudflat, and Bay locations, gathering data on water depth, velocity, salinity/temperature, and turbidity. Deployment data are grouped by region (Bay channel (main Bay), Bay shallows, tidal creek, or marsh/mudflat/upper tidal creek). Users are advised check metadata and instrument information carefully for applicable time periods of specific data, as individual instrument deployment times vary.

Tags: california, china-camp-state-park, cmgp, coastal-and-marine-geology-program, conductivity, ctd, ctd-measurement, current-meters, currents, inlandwaters, marin-county, marine-water-quality, ocean-waves, pacific-coastal-and-marine-science-center, pcmsc, physical-oceanography, pressure-sensors, salinity, san-pablo-bay, sediment-transport, shallow-water-habitat, suspended-sediment-concentration, tidal-height, tidal-shallows, time-series-datasets, turbidity, u-s-geological-survey, usgs, usgs-5882542ce4b0dc04318b6d04, water-depth, water-level-measurements, water-pressure, water-temperature, wave-height, wave-height-gauges, wave-observations
Organization: Department of the Interior
Kilauea 2018 lower East Rift Zone eruption - fissure 24 lava flow

The 2018 lower East Rift Zone eruption of Kilauea Volcano began in the late afternoon of 3 May, with fissure 1 opening and erupting lava onto Mohala Street in the Leilani Estates subdivision, part of the lower Puna District of the Island of Hawai'i. For the first week of the eruption, relatively viscous lava flowed only within a kilometer (0.6 miles) of the fissures within Leilani Estates, before activity shifted downrift (east-northeast) and out of the subdivision during mid-May. Around 18 May, activity along the lower East Rift Zone intensified, and fluid lava erupting at higher effusion rates from the downrift fissures reached the ocean within two days. Near the end of May, this more vigorous activity shifted back uprift into Leilani Estates, where fissure 8 reactivated with lava fountains feeding several 'a'a flows. The southernmost flow lobe developed into a well-defined lava channel and reached the ocean at Kapoho Bay - 11 kilometers (7 miles) away - on 3 June. Fissure 8 continued supplying this lava channel for more than two months, constructing an approximately 3.5-square-kilometer (1.4-square-mile) lava delta along the coastline. Over 4 and 5 August, activity at fissure 8 waned and flow in the lava channel came to a halt, only to be followed by weak activity within the vent in late August and early September. By then, the eruption had covered 35.5 square kilometers (13.7 square miles) of the lower Puna District with lava. In this report, the authors have sought to chronicle this sequence of events using geospatial data in the form of an Esri file geodatabase, Esri shapefiles, and Google Earth KMZs.

Tags: andesite, basalt, basaltic-andesite, east-rift-zone, fissure-24-flow, fissure-24-lava-flow, fissure24flow, geology, green-lake, hawaii, holocene, individual-flow, individual-lava-flow, individualflows, island-of-hawaii, kapoho-bay, kapoho-oe-n-quadrangle, kapoho-quadrangle, kilauea, lava, lava-flow, leilani-estates, lower-east-rift-zone, map, pahoa-north-quadrangle, pahoa-south-quadrangle, puna-district, quaternary, shield-volcano, state-of-hawaii, tholeiitic-basalt, united-states-of-america, usgs-5ebb4f1c82ce25b5136182f5, vacationland-hawaii, volcano, waiopae
Organization: Department of the Interior
Training data for Hawaiˊi ˊamakihi (Chlorodrepanis virens) calls in Hakalau Forest NWR, Hawaiˊi, data collected in 2015

Training data used in our automatic detection algorithm; see Sebastian-Gonzalez et al. (2015) for details.

Tags: automatic-detection-algorithm, call, hawaii-amakihi-chlorodrepanis-virens, training-data-set, usgs-58865b81e4b0cad700058c57
Organization: Department of the Interior
Flood Frequency Data Collection, Alaska and Conterminous Basins in Canada

This data collection of U.S. Geological Survey data releases provides the source data and results of flood frequency analyses and annual exceedance probability estimation for selected observed floods in Alaska and conterminous basins in Canada. The data include streamgage information, PeakFQ input and output, flood frequency parameters, flood frequency estimates for selected annual exceedance probabilities, and annual exceedance probability estimates for selected observed flood events.

Tags: alaska, canada, drainage, floods, hazards, hydrographic-datasets, hydrology, inlandwaters, rivers-streams, streamflow, terrestrial-hydrosphere, usgs-asc445
Organization: Department of the Interior
Total monthly water withdrawal and consumption estimates by 12-digit hydrologic unit code for surface-water and groundwater sourced utility-scale thermoelectric plants in the conterminous United States for 2015.

This dataset presents the total monthly water withdrawal and consumption estimates for surface-water and groundwater sourced utility-scale thermoelectric power plants by 12-digit hydrologic unit code (HUC12) in the United States for 2015. The water withdrawal and consumption estimate methods and data are published in USGS Scientific Investigations Report 2019-5103 "Withdrawal and Consumption of Water by Thermoelectric Power Plants in the United States, 2015" available at https://doi.org/10.3133/sir20195103. The data release described by this metadata documents the summation of the monthly water withdrawal and consumption estimates by the HUC12 in which the facilities reside. These monthly estimates by HUC12 support USGS National Integrated Water Availability Assessments Water Use Maps.

Tags: groundwater, hydrology, surface-water, thermoelectric-power-generation, usgs-5fc51ab0d34e4b9faad8876b, water-availability, water-budget, water-consumptive-use, water-energy-nexus, water-supply-and-demand, water-use, water-withdrawal
Organization: Department of the Interior
Process-guided deep learning water temperature predictions: 1 Spatial data (GIS polygons for 68 lakes)

This dataset provides shapefile of outlines of the 68 lakes where temperature was modeled as part of this study. The format is a shapefile for all lakes combined (.shp, .shx, .dbf, and .prj files). This dataset is part of a larger data release of lake temperature model inputs and outputs for 68 lakes in the U.S. states of Minnesota and Wisconsin (http://dx.doi.org/10.5066/P9AQPIVD).

Tags: 007, 012, climate-change, deep-learning, environment, hybrid-modeling, inlandwaters, machine-learning, minnesota, mn, modeling, reservoirs, temperate-lakes, temperature, thermal-profiles, united-states, us, usgs-5d89d8e3e4b0c4f70d0ae4dc, water, wi, wisconsin
Organization: Department of the Interior
The influence of water temperature on salmonid recruitment and adult size in tailwaters across western North America—Data

These data were used to examine drivers behind changes in water temperature downriver of dams across the western U.S. from 1995-2015 and the influence of such changes on rainbow trout recruitment and rainbow and brown trout adult length. First, we linked reservoir storage capacity and dam size to the warmest monthly water temperature per water year (WY) to assess the influence of low storage capacity (shallow reservoirs) on downstream water temperature. We then took results from previously published Generalized Linear Mixed Models (GLMM) that assessed the influence of physical and biological predictors (e.g., flow, trout density, reservoir metrics) on trout recruitment and adult size and added mean annual, maximum annual, and minimum annual water temperature and the warmest and coldest month in each WY to the dataset. This permitted an evaluation of the relative importance of water temperature on trout population dynamics relative to other physical and biological predictors. Detailed methods and results are reported in the manuscript associated with this data publication.

Tags: arizona, bighorn-river, brown-trout, brown-trout-adult-length-model, colorado, colorado-river, dam, dam-height, density-metrics, flow-metrics, green-river, idaho, kootenai-river, madison-river, missouri-river, montana, muddy-creek, new-mexico, oregon, owyhee-river, rainbow-trout, rainbow-trout-adult-length-model, rainbow-trout-recruitment-model, reservoir-depth, reservoir-maximum-capacity, reservoir-metrics, reservoir-storage, river, san-juan-river, south-fork-boise-river, temperature-data, usgs-5a1d739ae4b09fc93dd7bd96, utah
Organization: Department of the Interior