cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5066/p90re64m
title: Coastwide Reference Monitoring System (CRMS) 2016 land-water classifications

description: 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 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. 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 2016 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. Three previous assessments have been conducted (2005, 2008, and 2012). Once the program creates enough data points for statistical analyses, these data will be used for land area change rate calculation.
DOI: 10.5066/p9i71xf2
title: Estimated Annual Recharge to the Edwards Aquifer in the San Antonio Area, by Stream Basin or Ungaged Area, 1934-2017

description: The Edwards aquifer in south central Texas is one of the most permeable and productive aquifers in the United States and is the major source of public water supply for Bexar, Comal, Hays, Medina, and Uvalde Counties. The Edwards aquifer also supplies large quantities of water to agriculture, business, and industry in the region. The major artesian springs of the Edwards aquifer provide water for recreational activities, businesses, and downstream users, and provide habitat for several threatened or endangered species. The areas pertinent to the recharge process are the catchment area and the recharge zone. The catchment area consists of the parts of stream basins upstream from the recharge zone. Streams in the catchment area generally gain water (hence the term "catchment area") as they flow toward the recharge zone. As the streams flow across the recharge zone, which is essentially the outcrop of the Edwards aquifer, they lose substantial amounts of water through infiltration into the highly permeable, faulted and fractured rocks of the outcrop. Direct infiltration of rainfall also occurs in the interstream areas of the recharge zone. Annual recharge estimates are based on data collected from a network of U.S. Geological Survey (USGS) streamflow-gaging stations at sites upstream and downstream from the recharge zone and on assumptions related to applying runoff characteristics from gaged areas to ungaged areas (Puente, 1978). Runoff is affected by the distribution of rainfall, which historically has been estimated from a network of rain gages, some operated by the USGS, some by the Edwards Aquifer Authority (EAA), and some by the National Weather Service. Since 2004, the distribution of rainfall has been estimated from calibrated NEXRAD (NEXt-generation weather RADar) data provided by the EAA. The annual estimation of recharge to the Edwards aquifer is part of a continuing program of the USGS in cooperation with the Edwards Aquifer Authority. This data release is formatted as a tab-delimited file (.txt) that contains the estimated annual recharge to the Edwards Aquifer for the years 1934 through 2017. The estimated annual recharge is divided into eight major river basins of the catchment area and for some of those basins, will also include estimates of recharge from adjacent ungaged areas.
DOI: 10.15468/otdyvu
title: ThripsWiki - providing information on the World's thrips in the Catalogue of Life

description: ThripsWiki site was designed and produced in Canberra by Inkeri Lehtinen with Laurence Mound. Data was drawn from a web-based checklist that since 2005 was available through CSIRO Australia, but which for technical reasons has had to be abandoned. "Thysanoptera (Thrips) of the World - a checklist" originated from card-catalogues maintained over many years at the Natural History Museum, London, and at the Senckenberg Museum, Frankfurt. GBIF funded visits to check data at the major thrips collections in Frankfurt, London and Washington DC for the 2005 system. The available data has been extensively revised and enriched through bibliographic and web searches, and production of this new site was supported by DAFF Australia.
DOI: 10.21227/xr10-pc74
title: Music and Animals' Basic Emotions

description: Music and animal's basic emotions associated with acoustic signals.
DOI: 10.5281/zenodo.1284090
title: Resource heterogeneity leads to unjust effort distribution in climate change mitigation

description: Climate change mitigation is a shared global challenge that involves the collective action of a set of individuals with different tendencies to cooperation. However, we lack an understanding of the effect of resource inequality when diverse actors interact together toward a common goal. Here, we report the results of a collective-risk dilemma experiment in which groups of individuals were initially given either equal or unequal endowments. We found that the effort distribution was highly inequitable, with participants with fewer resources contributing significantly more to the public goods than the richer - sometimes twice as much. An unsupervised learning algorithm classified the subjects according to their individual behavior, finding the poorest participants within two "generous clusters'" and the richest into a "greedy cluster''. Our results suggest that policies would benefit from educating about fairness and reinforcing climate justice actions addressed to vulnerable people instead of focusing on understanding generic or global climate consequences.

Vicens J, Bueno-Guerra N, Gutiérrez-Roig M, Gracia-Lázaro C, Gómez-Gardeñes J, Perelló J, et al. (2018) Resource heterogeneity leads to unjust effort distribution in climate change mitigation. PLoS ONE 13(10): e0204369. https://doi.org/10.1371/journal.pone.0204369
DOI: 10.5281/zenodo.1284091
title: Resource heterogeneity leads to unjust effort distribution in climate change mitigation

description: Climate change mitigation is a shared global challenge that involves the collective action of a set of individuals with different tendencies to cooperation. However, we lack an understanding of the effect of resource inequality when diverse actors interact together toward a common goal. Here, we report the results of a collective-risk dilemma experiment in which groups of individuals were initially given either equal or unequal endowments. We found that the effort distribution was highly inequitable, with participants with fewer resources contributing significantly more to the public goods than the richer - sometimes twice as much. An unsupervised learning algorithm classified the subjects according to their individual behavior, finding the poorest participants within two "generous clusters'" and the richest into a "greedy cluster''. Our results suggest that policies would benefit from educating about fairness and reinforcing climate justice actions addressed to vulnerable people instead of focusing on understanding generic or global climate consequences.

Vicens J, Bueno-Guerra N, Gutiérrez-Roig M, Gracia-Lázaro C, Gómez-Gardeñes J, Perelló J, et al. (2018) Resource heterogeneity leads to unjust effort distribution in climate change mitigation. PLoS ONE 13(10): e0204369. https://doi.org/10.1371/journal.pone.0204369
DOI: 10.5281/zenodo.3946946
title: The Effects of Upper-Hybrid Waves on Energy Conversion in the Electron Diffusion Region

description: The data from the simulations of upper-hybrid waves near the electron diffusion region. Read 'note.txt' for the description about the data.
DOI: 10.7910/dvn/sj00mz/s1zo6l
title: C60_PM3_FREQ.txt

description: Buckminsterfullerene (C60) semi-empirical PM3 geometry, energy and frequency analysis data.
DOI: 10.5281/zenodo.3946945
title: The Effects of Upper-Hybrid Waves on Energy Conversion in the Electron Diffusion Region

description: The data from the simulations of upper-hybrid waves near the electron diffusion region. Read 'note.txt' for the description about the data.
DOI: 10.5063/f1833q7x
title: microclimOz: hourly estimates of historical above and below ground microclimates for Australia

description: Many problems in pure and applied ecology require the quantification of above and below ground microclimates. Here I describe a dataset of hourly microclimates for the Australian continent, simulated from the years 1990 to 2017 across a grid of 1893 locations. The data were generated with the NicheMapR microclimate model, driven by 0.05° gridded daily meteorological forcing data (AWAP), 0.025° elevation and 0.008° soil texture data. The above ground variables include horizontal plane solar radiation, solar zenith angle, sky temperature (from which down-welling longwave radiation can be computed) and 1 cm and 120 cm height air temperature, relative humidity and wind speed. The below ground variables include soil temperature, pore humidity, soil moisture and soil water potential for 0, 2.5, 5, 10, 15, 20, 30, 50, 100 and 200 cm below ground. The computations are for four shade levels (0, 50, 70 and 90%). The data set can be used for a wide variety of applications, including the computation of heat and water budgets of organisms, the potential for vegetation growth, and the development of biologically-inspired indices.
DOI: 10.5281/zenodo.1478109
title: Dataset for "Open-Circuit Voltage Deficit in Cu2ZnSnS4 Solar Cells by Interface Band Gap Narrowing"

description: <strong>Files in "ExchangeCorrelation": POSCAR_material_Exc</strong> <em>material</em> CdS CZTS = Cu2ZnSnS4 CZTSe = Cu2ZnSnSe4 <em>Exchange-correlation functionals</em> PBE RP = revised PBE PBEsol AM05 SCAN HSE06 6_6: PBE+U (U= 6 eV for Cu d and Zn d) 8_8: PBE+U (U= 8 eV for Cu d and Zn d) <strong>Files in "Interface"</strong> POSCAR_S_fixed: CZTS/CdS interface, CdS layers were fully relaxed.<br> POSCAR_S_PBE_U: CZTS/CdS interface, the atomic coordinates were relaxed using PBE+U<br> POSCAR_S_SCAN_U: CZTS/CdS interface, the atomic coordinates were relaxed using SCAN+U<br> POSCAR_Se_fixed: CZTSe/CdS interface, CdS layers were fully relaxed.<br> POSCAR_Se_PBE_U: CZTSe/CdS interface, the atomic coordinates were relaxed using PBE+U<br> POSCAR_Se_SCAN_U: CZTSe/CdS interface, the atomic coordinates were relaxed using SCAN+U
DOI: 10.5281/zenodo.1478110
title: Dataset for "Open-Circuit Voltage Deficit in Cu2ZnSnS4 Solar Cells by Interface Band Gap Narrowing"

description: <strong>Files in "ExchangeCorrelation": POSCAR_material_Exc</strong> <em>material</em> CdS CZTS = Cu2ZnSnS4 CZTSe = Cu2ZnSnSe4 <em>Exchange-correlation functionals</em> PBE RP = revised PBE PBEsol AM05 SCAN HSE06 6_6: PBE+U (U= 6 eV for Cu d and Zn d) 8_8: PBE+U (U= 8 eV for Cu d and Zn d) <strong>Files in "Interface"</strong> POSCAR_S_fixed: CZTS/CdS interface, CdS layers were fully relaxed.<br> POSCAR_S_PBE_U: CZTS/CdS interface, the atomic coordinates were relaxed using PBE+U<br> POSCAR_S_SCAN_U: CZTS/CdS interface, the atomic coordinates were relaxed using SCAN+U<br> POSCAR_Se_fixed: CZTSe/CdS interface, CdS layers were fully relaxed.<br> POSCAR_Se_PBE_U: CZTSe/CdS interface, the atomic coordinates were relaxed using PBE+U<br> POSCAR_Se_SCAN_U: CZTSe/CdS interface, the atomic coordinates were relaxed using SCAN+U
DOI: 10.7910/dvn/sj00mz/pybspk
title: Fullerene.37

description: Buckminsterfullerene (C60) NBO output data (PM3 geometry).
DOI: 10.7910/dvn/sj00mz/v13tnm
title: C60_LUMO.jpg

description: Example of Buckminsterfullerene (C60) DFT B3LYP 6-31G(d) single-point energy LUMO surfaces (see C60_DFT) via Gabedit 2.4.8. LUMO = -3.16 eV (181 A). C60 has three degenerate LUMOs.
DOI: 10.5063/f14b2zjn
title: List of Useful Plant species according to the State of the World`s Plants report (RBG Kew, 2016)

description: The Royal Botanic Gardens, Kew (RBG Kew) published in 2016 the first State of the World's Plant report, with key statistics on plants. One of the highlights was the indication of at least 31,128 flowering plant species with a documented use. We provide here this list, including family, genus, full species name (with authors) and the level 1 of use, according to a simplified version of the economic botany data standards. Suggested citation: Diazgranados M., Allkin B., Canteiro C., Crowe C., Eastwood R., Hargreaves S., Hudson A., Iacona J., Milliken W., Nesbitt M., Turner R., Willis K., Ulian T. 2018. List of Useful Plant species according to the State of the World`s Plants report (RBG Kew, 2016). Knowledge Network for Biocomplexity. urn:uuid:cd29d1e9-9824-4a43-b950-d6790f3a8c97.
DOI: 10.5063/f1fn14df
title: In-situ stream temperature monitoring, Southeast Alaska, 2011-2016.

description: The Southeast Alaska Long-term Monitoring Network (SALMoN) has collected hourly stream temperature data at sites on Baranof and Chichagof Islands in Southeast Alaska. Some stream temperature monitoring sites are ongoing. Sampling occurred between 2011 and 2016, though not every site logged data for every year. The data is part of a larger project to collect a comprehensive statewide inventory of current and historic continuous monitoring locations for stream and lake temperatures. The data was provided by SALMoN for archival as part of an effort between the State of Alaska's Salmon and People Project (SASAP, https://alaskasalmonandpeople.org/) and the Alaska Center for Conservation Science's Alaska Online Aquatic Temperature Site (AKOATS, http://accs.uaa.alaska.edu/aquatic-ecology/akoats/) to make stream temperature data more readily available for researchers.
DOI: 10.5063/f1k935sb
title: Alaska Board of Fisheries Proposals 1959-2016

description: Every three years, the Alaska Board of Fish (Board) calls for regional fisheries management proposals, inviting the public to directly participate in fisheries governance. Anyone can submit a proposal and provide written or oral testimony on any of the proposals, which constitute potential regulatory changes and are accessible in an online proposal book. Proposals are logged by Board staff and recorded in the meeting documents, which are stored online and archived at the State, Library, Archives, and Museum (SLAM) in Juneau. Each proposal contains valuable information about stakeholder demographics, affiliations, interests, and positions on allocation disputes. Alaska's inclusion of stakeholders in its decision-making process began in 1959, decades before researchers, managers, and politicians began advocating for increased stakeholder involvement in fisheries management. Stakeholder participation is now lauded as a key component to successful fisheries management, but little data exists that characterizes and assesses this participation. Using integrated data digitization and coding methods, this database quantifies stakeholder participation in Alaska's fisheries management. This dataset includes a tabular data representation of all Board of Fisheries proposals from 1959-2016 (BOF_Proposals.csv). Proposal materials consisted of scanned pdfs of board generated documents, including proposal books, vote logs, and meeting minutes. The included coding document (BOF_Proposal_Coding.pdf) outlines how to translate the diverse array of information in these documents into a regular tabular structure. Quality control of these data is ongoing, and a number of known issues in the tabular data remain. See methods for more information.
DOI: 10.5063/f1q23xg7
title: Alaska commercial salmon fishery ex-vessel prices, 1984-2015

description: Ex-vessel prices are post-season adjusted price per pound for the first purchase of a commercial harvest. Ex-vessel values are weighted average estimates based on best available data for administrative area, and applied to the administrative area as a whole. Here, ex-vessel prices for all five species of salmon (pink, sockeye, chinook, chum, and coho) are included, spanning from 1984 to 2015. Data are included from all of Alaska and are presented annually by region, including the following regions: Alaska Peninsula, Bristol Bay, Chignik, Cook Inlet, Kodiak, Kotzebue, Kuskokwim, Norton Sound, Prince William Sound, Southeast, and Yukon. The Prince William Sound administrative area includes Copper River.
DOI: 10.5063/f1tt4p56
title: Statewide Sport Fish Harvest Survey for effort, catch, and harvest estimates, Alaska, 1996-2016

description: The Sport Fish Division of the Alaska Department of Fish and Game conducts an annual mail survey to estimate sport fish harvest and catch by fisheries, areas, regions in which the fish were caught, and species. Obtaining these data provides decision-makers with the information needed to maintain, protect, and improve recreational fisheries.The survey was first implemented in 1977, capturing harvest only metrics, but was expanded to include harvest plus fish caught and released in 1990. The current version of the survey was last revised in 2011 and is now designed to capture guided and non-guided fishing activity throughout the state of Alaska. The Alaska Sport Fishing Survey database made data from 1996 to 2016 available through a query application. Prior years data have not been included in this dataset, but can be found in historic publications (https://www.adfg.alaska.gov/sf/sportfishingsurvey/index.cfm?ADFG=main.historic). In accordance with guidelines established by Mills and Howe, other than to document that sport fishing occurred, estimates based on fewer than 12 responses should not be used. Estimates based on 12 to 29 responses can be useful in indicating relative orders of magnitude and for assessing long-term trends. Estimates based on 30 or more responses are generally useable. More information about the survey is available at the Alaska Sport Fishing Survey webpage (http://www.adfg.alaska.gov/sf/sportfishingsurvey/). In this dataset is the original excel file, an R script that reformats this file, and 3 csv files derived from the original file. Also included are two ADFG reports, in pdf format, which explain how these data are gathered and processed by ADFG.
DOI: 10.5063/f1zk5dwh
title: Alaska commercial salmon fishery ex-vessel prices, 1984-2015

description: Ex-vessel prices are post-season adjusted price per pound for the first purchase of a commercial harvest. Ex-vessel values are weighted average estimates based on best available data for administrative area, and applied to the administrative area as a whole. Here, ex-vessel prices for all five species of salmon (pink, sockeye, chinook, chum, and coho) are included, spanning from 1984 to 2015. Data are included from all of Alaska and are presented annually by region, including the following regions: Alaska Peninsula, Bristol Bay, Chignik, Cook Inlet, Kodiak, Kotzebue, Kuskokwim, Norton Sound, Prince William Sound, Southeast, and Yukon. The Prince William Sound administrative area includes Copper River.
DOI: 10.5066/p9sot2vg
title: 12-digit hydrologic unit outlet (pour) points for the NHDPlus V2.1 WBD snapshot

description: This USGS data release consists of three datasets representing three derived outlets or "pour points" for each 12-digit hydrologic unit (HU12) in the Watershed Boundary Dataset (WBD) snapshot delivered with NHDPlus V2.1. The three related pour point locations, each delivered in a stand-alone dataset, are: "from" (fpp) and "to" (tpp) points that identify the location where flow leaves the HU12 polygon based on a flow direction raster, and a third "vector pour point" (vpp) selected "upstream" used to identify flow confluences near the "from" and "to" pour point locations. The points are derived from the NHDPlus V2.1 flow direction rasters and the WBD snapshot delivered with NHDPlus V2.1.
DOI: 10.5281/zenodo.1303259
title: Cochrane DTA Reference Dataset

description: Dataset described in <em>Data Extraction and Synthesis in Systematic Reviews of Diagnostic Test Accuracy: A Corpus for Automating and Evaluating the Process, </em>AMIA Annual Symposium Proceedings 2018.
DOI: 10.5281/zenodo.1472950
title: Single amyloid PET scan on the Siemens Biograph mMR

description: In version 1.0, this zipped dataset consists of a full dynamic list-mode PET data of 60 minutes of acquisition, using an amyloid tracer, florbetapir, provided by Eli Lilly. Also, the dataset includes normalisation files and the UTE mu-map, all needed for an independent image reconstruction using NiftyPET. In version 2.0, the dataset is enriched by MR T1w and N4 bias corrected image, the parcellated T1w image into 140+ brain regions, the pseudo-CT image (based on T1w image) for more accurate attenuation correction, and the &lt;testing_reference&gt; folder with all images used for testing the installation or a new version of NiftyPET. https://github.com/pjmark/NiftyPET https://link.springer.com/article/10.1007/s12021-017-9352-y
DOI: 10.7910/dvn/sj00mz/hwhuce
title: Fullerene_NBO.txt

description: Buckminsterfullerene (C60) energy and NBO analysis output data (PM3 geometry).
DOI: 10.7910/dvn/sj00mz/ogfupe
title: Fullerene.40

description: Buckminsterfullerene (C60) NBO output data (PM3 geometry).
DOI: 10.7910/dvn/sj00mz/ppd9xa
title: C60_HOMO.jpg

description: Example of Buckminsterfullerene (C60) DFT B3LYP 6-31G(d) single-point energy HOMO surfaces (see C60_DFT) via Gabedit 2.4.8. HOMO = -5.99 eV (180 A). C60 has five degenerate HOMOs.
DOI: 10.7910/dvn/sj00mz/r3wts7
title: Fullerene_Freq.txt

description: Buckminsterfullerene (C60) semi-empirical PM3 geometry, energy and frequency analysis data.
DOI: 10.7910/dvn/sj00mz/u3fwrh
title: Fullerene.46

description: Buckminsterfullerene (C60) NBO output data (PM3 geometry).
DOI: 10.7910/dvn/sj00mz/uy9lnw
title: Fullerene.jpg

description: Buckminsterfullerene (C60) Savin EFL surfaces (isosurface value=0.8) via Gabedit 2.4.8 (DFT B3LYP 6-31G(d) single-point energy (PM3 geometry)).
DOI: 10.7910/dvn/sj00mz/xeonaq
title: Fullerene.31

description: Buckminsterfullerene (C60) NBO output data (PM3 geometry).
DOI: 10.5066/f7930sdb
title: WorldView-3 satellite imagery and crop residue field data collection, Talbot County, MD, May 2015

description: This data release contains field sampling data collected on a farm located in Talbot County. Maryland, roadside survey data from the area surrounding the farm, and WorldView-3 satellite data of the study area. Datasets include: 1) CropResidueDataset.csv: Tabular data for 174 photo sampling locations with crop residue cover ranging from 0% to 98%, as well as line-point transect residue cover measurements and lat-lon geolocations 2) Roadside_Survey_May14th2015.zip: Zipfile containing roadside survey data for 63 fields documenting percent crop residue cover, including shapefile of field boundaries 3) GroundCoverPhotographs.zip: Zipfile containing 174 nadir photographs that were the basis for ground cover calculations 4) WorldView-3 satellite imagery collected May 14, 2015 and converted to surface reflectance using MODTRAN