cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15493/obsdb.0000.014c
title: Sea Temperature - Subsurface, Actual, Degrees Celsius for Algoa Bay Sentinel Site, Continuous Monitoring Platform, St Francis Bay, Schoenmakerskop 80m between 70.00m and 10.00m below sea level from 2016-10-22 to 2025-12-03

description: Sea Temperature - Subsurface, Actual, Degrees Celsius for Algoa Bay Sentinel Site, Continuous Monitoring Platform, St Francis Bay, Schoenmakerskop 80m between 70.00m and 10.00m below sea level from 2016-10-22T07:00:00+02:00 to 2025-12-03T09:00:00+02:00 in area -34.087000,25.562560 (N,W) -34.087500,25.563380 (S,E) (+N-S,-W+E)
DOI: 10.15493/obsdb.0000.0291
title: Sea Temperature - Subsurface, Actual, Degrees Celsius for Estuaries, Continuous Monitoring Platform, Kariega Estuary, Kariega Upper Estuary 2.00m below sea level from 2021-02-05 to 2026-01-13

description: Sea Temperature - Subsurface, Actual, Degrees Celsius for Estuaries, Continuous Monitoring Platform, Kariega Estuary, Kariega Upper Estuary 2.00m below sea level from 2021-02-05T11:00:00+02:00 to 2026-01-13T10:00:00+02:00 at -33.614920,26.654430 (+N-S,-W+E)
DOI: 10.15493/obsdb.0000.0143
title: Sea Temperature - Subsurface, Actual, Degrees Celsius for Algoa Bay Sentinel Site, Continuous Monitoring Platform, Algoa Bay, Cape Recife Inshore between 30.00m and 10.00m below sea level from 2008-10-21 to 2025-12-03

description: Sea Temperature - Subsurface, Actual, Degrees Celsius for Algoa Bay Sentinel Site, Continuous Monitoring Platform, Algoa Bay, Cape Recife Inshore between 30.00m and 10.00m below sea level from 2008-10-21T13:00:00+02:00 to 2025-12-03T08:00:00+02:00 in area -34.034110,25.727710 (N,W) -34.034210,25.728120 (S,E) (+N-S,-W+E)
DOI: 10.6084/m9.figshare.29522000
title: Selland et al. Rice-Fish Co-Culturing for Sustainability, Food Security, and Disease and Poverty Reduction.

description: Data for rice farming occupational hazard analyses and field trials of rice-fish co-culturing.
DOI: 10.6084/m9.figshare.29522000.v1
title: Selland et al. Rice-Fish Co-Culturing for Sustainability, Food Security, and Disease and Poverty Reduction.

description: Data for rice farming occupational hazard analyses and field trials of rice-fish co-culturing.
DOI: 10.15468/dl.qphuv5
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.10599999999999 10.964027, 99.034441 10.958454, 98.964651 10.941872, 98.898357 10.914691, 98.83719499999999 10.877584, 98.782676 10.831467, 98.736144 10.777479, 98.698741 10.716955, 98.671386 10.651387, 98.654747 10.582392, 98.649227 10.511671, 98.65495300000001 10.440966, 98.67177700000001 10.372017, 98.699279 10.306521, 98.73677499999999 10.246086, 98.78334099999999 10.192198, 98.837827 10.146181, 98.898894 10.109163, 98.965042 10.082054, 99.034646 10.065518, 99.10599999999999 10.05996, 99.17735399999999 10.065518, 99.24695800000001 10.082054, 99.313106 10.109163, 99.374173 10.146181, 99.428659 10.192198, 99.47522499999999 10.246086, 99.512721 10.306521, 99.540223 10.372017, 99.557047 10.440966, 99.56277300000001 10.511671, 99.557253 10.582392, 99.54061400000001 10.651387, 99.51325900000001 10.716955, 99.47585599999999 10.777479, 99.42932399999999 10.831467, 99.37480499999999 10.877584, 99.313643 10.914691, 99.247349 10.941872, 99.177559 10.958454, 99.10599999999999 10.964027))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 89 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005558-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/crcdh367pb
title: Illustrating Translation Ability Cognitively: Process, Parameters and Patterns

description: This repository hosts the multi-method dataset and minimal analysis pipeline for "Illustrating Translation Ability Cognitively: Process, Parameters and Patterns" examining novice (n=11), intermediate (n=11), and advanced (n=3) translators performing bidirectional Chinese–English translation on matched news texts. It contains Translog-II keylogging logs (CE=FT, Chinese-to-English; EC=BT, English-to-Chinese), raw desktop eye-tracking streams (CSV), and fNIRS wavelength files (.wl1/.wl2), organized by Group A/B/C, plus expert stimulus evaluation and indexing files (participants.tsv, sessions.tsv). Reproducible scripts compute core process metrics (orientation duration, keystrokes per minute, pause frequency &gt;200 ms, mean pause duration &gt;1 s) from keylogs, generate summary plots, produce a Latin-square task order, and provide examples for fixation summaries (FC, TFD, RC) and fNIRS preprocessing toward MBLL-based HbO estimation. The data and code support the paper’s findings on ability gradients and directionality effects across behavioral and neurocognitive measures. All data are de-identified under ethics approval.
DOI: 10.17632/crcdh367pb.1
title: Illustrating Translation Ability Cognitively: Process, Parameters and Patterns

description: This repository hosts the multi-method dataset and minimal analysis pipeline for "Illustrating Translation Ability Cognitively: Process, Parameters and Patterns" examining novice (n=11), intermediate (n=11), and advanced (n=3) translators performing bidirectional Chinese–English translation on matched news texts. It contains Translog-II keylogging logs (CE=FT, Chinese-to-English; EC=BT, English-to-Chinese), raw desktop eye-tracking streams (CSV), and fNIRS wavelength files (.wl1/.wl2), organized by Group A/B/C, plus expert stimulus evaluation and indexing files (participants.tsv, sessions.tsv). Reproducible scripts compute core process metrics (orientation duration, keystrokes per minute, pause frequency &gt;200 ms, mean pause duration &gt;1 s) from keylogs, generate summary plots, produce a Latin-square task order, and provide examples for fixation summaries (FC, TFD, RC) and fNIRS preprocessing toward MBLL-based HbO estimation. The data and code support the paper’s findings on ability gradients and directionality effects across behavioral and neurocognitive measures. All data are de-identified under ethics approval.
DOI: 10.3535/kkl-8gc-azr
title: Pilosella pilosellina (F. W. Schultz) Soják

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/kwg-wv6-h26
title: Pilosella pilosellina (F. W. Schultz) Soják

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qdy-1xk-21a
title: Pilosella cana (Peter) Gottschl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/w9c-nfr-aa4
title: Pilosella cana (Peter) Gottschl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.25574/42894
title: Chandra X-ray Observatory ObsId 42894
DOI: 10.3535/414-26y-prt
title: Pilosella pilosellina (F. W. Schultz) Soják

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9wb-m2p-zjy
title: Pilosella pilosellina (F. W. Schultz) Soják

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2j0-v32-jz8
title: Pilosella cinereiformis (R. Meissn. & Zahn ex Touton) S. Bräut. & Greuter

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ca3-7g3-h22
title: Pilosella pilosellina (F. W. Schultz) Soják

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y2k-ddz-d5d
title: Pilosella pilosellina (F. W. Schultz) Soják

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.25574/42904
title: Chandra X-ray Observatory ObsId 42904
DOI: 10.25574/42910
title: Chandra X-ray Observatory ObsId 42910
DOI: 10.25574/42920
title: Chandra X-ray Observatory ObsId 42920
DOI: 10.25574/42931
title: Chandra X-ray Observatory ObsId 42931
DOI: 10.15468/dl.7g2cpu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((89.047945 24.521243, 88.970764 24.515666, 88.895504 24.499074, 88.82403499999999 24.471879, 88.758132 24.434758, 88.69942500000001 24.388632, 88.64936400000001 24.334646, 88.609177 24.274139, 88.57984500000001 24.208609, 88.562076 24.139674, 88.55628900000001 24.069037, 88.562608 23.998438, 88.58085699999999 23.929614, 88.610569 23.864255, 88.651 23.803965, 88.70114599999999 23.750219, 88.75976799999999 23.704333, 88.825428 23.667428, 88.89651600000001 23.640405, 88.971296 23.623923, 89.047945 23.618384, 89.124594 23.623923, 89.19937400000001 23.640405, 89.27046199999999 23.667428, 89.336122 23.704333, 89.394744 23.750219, 89.44489 23.803965, 89.485321 23.864255, 89.515033 23.929614, 89.533282 23.998438, 89.539601 24.069037, 89.53381400000001 24.139674, 89.51604500000001 24.208609, 89.48671299999999 24.274139, 89.44652600000001 24.334646, 89.39646500000001 24.388632, 89.33775799999999 24.434758, 89.271855 24.471879, 89.20038599999999 24.499074, 89.12512599999999 24.515666, 89.047945 24.521243))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005559-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/42938
title: Chandra X-ray Observatory ObsId 42938
DOI: 10.25574/42945
title: Chandra X-ray Observatory ObsId 42945
DOI: 10.25574/42953
title: Chandra X-ray Observatory ObsId 42953
DOI: 10.25574/42959
title: Chandra X-ray Observatory ObsId 42959
DOI: 10.5281/zenodo.18302989
title: Data for: Post-processing optimization and optimal bounds for non-adaptive shadow tomography

description: Data and script to reproduce the Figures of 



A. Caprotti, J. Morris, B. Dakić, “Post-processing optimization and optimal bounds for non-adaptive shadow tomography"
DOI: 10.15468/dl.u3amxn
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.21599999999999 11.431013, 99.14432600000001 11.42544, 99.07442500000001 11.408857, 99.008025 11.381676, 98.94676699999999 11.344567, 98.89216399999999 11.298449, 98.84556000000001 11.244461, 98.808103 11.183937, 98.780709 11.118369, 98.764049 11.049375, 98.75852399999999 10.978656, 98.764264 10.907954, 98.78111800000001 10.839008, 98.808665 10.773515, 98.846222 10.713084, 98.89286 10.6592, 98.947429 10.613186, 99.008588 10.576172, 99.074834 10.549065, 99.144541 10.53253, 99.21599999999999 10.526973, 99.287459 10.53253, 99.35716600000001 10.549065, 99.423412 10.576172, 99.484571 10.613186, 99.53914 10.6592, 99.585778 10.713084, 99.623335 10.773515, 99.650882 10.839008, 99.667736 10.907954, 99.67347599999999 10.978656, 99.667951 11.049375, 99.651291 11.118369, 99.623897 11.183937, 99.58644 11.244461, 99.53983599999999 11.298449, 99.48523299999999 11.344567, 99.423975 11.381676, 99.357575 11.408857, 99.287674 11.42544, 99.21599999999999 11.431013))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 94 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005561-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvg47m
title: Occurrence Download

description: A dataset listing the 1294 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((6.33613 4.37399,4.67599 0.91332,11.03302 -10.47152,17.82672 -11.9393,26.08821 -11.81349,31.03671 -9.46505,30.32379 -4.3488,30.03024 1.01907,32.25287 4.1643,29.86249 5.96757,26.29789 8.23214,23.94945 11.629,22.02037 11.67093,15.18473 13.97744,13.42339 12.00642,6.33613 4.37399))",
 "OccurrenceStatus is Present",
 "TaxonKey is Orchidaceae",
 "Year 1000-2026"
 ]
}

 The dataset's 1294 records were derived from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005538-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqs5j7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((89.047945 24.521243, 88.970764 24.515666, 88.895504 24.499074, 88.82403499999999 24.471879, 88.758132 24.434758, 88.69942500000001 24.388632, 88.64936400000001 24.334646, 88.609177 24.274139, 88.57984500000001 24.208609, 88.562076 24.139674, 88.55628900000001 24.069037, 88.562608 23.998438, 88.58085699999999 23.929614, 88.610569 23.864255, 88.651 23.803965, 88.70114599999999 23.750219, 88.75976799999999 23.704333, 88.825428 23.667428, 88.89651600000001 23.640405, 88.971296 23.623923, 89.047945 23.618384, 89.124594 23.623923, 89.19937400000001 23.640405, 89.27046199999999 23.667428, 89.336122 23.704333, 89.394744 23.750219, 89.44489 23.803965, 89.485321 23.864255, 89.515033 23.929614, 89.533282 23.998438, 89.539601 24.069037, 89.53381400000001 24.139674, 89.51604500000001 24.208609, 89.48671299999999 24.274139, 89.44652600000001 24.334646, 89.39646500000001 24.388632, 89.33775799999999 24.434758, 89.271855 24.471879, 89.20038599999999 24.499074, 89.12512599999999 24.515666, 89.047945 24.521243))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005564-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mwz6k
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "MediaType is one of (Image, Video)",
 "OccurrenceStatus is Present",
 "StateProvince is one of (Piura, Tumbes)",
 "TaxonKey is Sarcoramphus papa"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005563-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7927/7apv-rv15
title: IPCC AR6 Synthesis Report LR Figure 2.4 (a): Market Cost

description: This panel shows the global market costs per unit of energy (USD per MWh) for some rapidly changing mitigation technologies. Solid blue lines indicate average unit cost in each year. Light blue shaded areas show the range between the 5th and 95th percentiles in each year. The vertical dashed line is placed in 2010 to indicate the change over the past decade. Yellow shading indicates the range of unit costs for new fossil fuel (coal and gas) power in 2020 (corresponding to USD55–148 per MWh). In 2020, the levelised costs of energy (LCOE) of the three renewable energy technologies could compete with fossil fuels in many places. For batteries, costs shown are for 1 kWh of battery storage capacity; for the others, costs are LCOE, which includes installation, capital, operations, and maintenance costs per MWh of electricity produced. The literature uses LCOE because it allows consistent comparisons of cost trends across a diverse set of energy technologies to be made. However, it does not include the costs of grid integration or climate impacts. Further, LCOE does not take into account other environmental and social externalities that may modify the overall (monetary and nonmonetary) costs of technologies and alter their deployment.
DOI: 10.15468/dl.frndjd
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.371 11.504011, 99.299307 11.498438, 99.229388 11.481855, 99.162972 11.454673, 99.101699 11.417565, 99.047082 11.371447, 99.000467 11.317459, 98.96299999999999 11.256934, 98.93559999999999 11.191366, 98.918937 11.122373, 98.913411 11.051654, 98.91915299999999 10.980952, 98.93601200000001 10.912007, 98.963567 10.846514, 99.001133 10.786084, 99.047782 10.732201, 99.10236500000001 10.686187, 99.163539 10.649173, 99.2298 10.622067, 99.29952400000001 10.605532, 99.371 10.599975, 99.442476 10.605532, 99.51220000000001 10.622067, 99.578461 10.649173, 99.639635 10.686187, 99.69421800000001 10.732201, 99.74086699999999 10.786084, 99.77843300000001 10.846514, 99.805988 10.912007, 99.822847 10.980952, 99.82858899999999 11.051654, 99.823063 11.122373, 99.8064 11.191366, 99.779 11.256934, 99.741533 11.317459, 99.694918 11.371447, 99.64030099999999 11.417565, 99.57902799999999 11.454673, 99.512612 11.481855, 99.44269300000001 11.498438, 99.371 11.504011))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 76 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005566-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsmzt9
title: Occurrence Download

description: A dataset containing 5475 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 "TaxonKey is one of (Hypsiglena [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 5475 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005567-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vusj5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((89.047945 24.521243, 88.970764 24.515666, 88.895504 24.499074, 88.82403499999999 24.471879, 88.758132 24.434758, 88.69942500000001 24.388632, 88.64936400000001 24.334646, 88.609177 24.274139, 88.57984500000001 24.208609, 88.562076 24.139674, 88.55628900000001 24.069037, 88.562608 23.998438, 88.58085699999999 23.929614, 88.610569 23.864255, 88.651 23.803965, 88.70114599999999 23.750219, 88.75976799999999 23.704333, 88.825428 23.667428, 88.89651600000001 23.640405, 88.971296 23.623923, 89.047945 23.618384, 89.124594 23.623923, 89.19937400000001 23.640405, 89.27046199999999 23.667428, 89.336122 23.704333, 89.394744 23.750219, 89.44489 23.803965, 89.485321 23.864255, 89.515033 23.929614, 89.533282 23.998438, 89.539601 24.069037, 89.53381400000001 24.139674, 89.51604500000001 24.208609, 89.48671299999999 24.274139, 89.44652600000001 24.334646, 89.39646500000001 24.388632, 89.33775799999999 24.434758, 89.271855 24.471879, 89.20038599999999 24.499074, 89.12512599999999 24.515666, 89.047945 24.521243))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005568-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13139/ornlnccs/3008685
title: Global Multimodal Dataset for Nighttime Light Super-Resolution

description: The dataset is a collection of spatially and temporally registered high-resolution and low-resolution nighttime light (NTL) images, high-resolution land-use binary masks, and high-resolution road density images from around the world. The NTL images are sourced from the NASA Black Marble product VNP46A2 and the LuoJia1-01 satellite. The land-use binary masks are derived from Google's and the World Resources Institute's DynamicWorld dataset, and the road density images are sourced from OpenStreetMap.
DOI: 10.6084/m9.figshare.31116355
title: Image correlation results for the 2021 Maduo earthquake (Antoine et al., 2026)

description: The files contain the surface displacement measurements and finite-fault slip model for the 2025 Mw7.7 Mandalay, Myanmar earthquake, related to the publication : <b>Antoine et al.,</b><b> </b><b>2026.</b><b> </b><b><i>Kilometer-wide crustal yielding associated with the 2021 Mw7.4 Maduo, Tibet, surface rupture</i></b><b><i>.</i></b><b> E</b><b>arth and Planetary Science Letters.</b>The file first includes the correlation results of the pre-event Pléiades and post-event SPOT6/7 satellite optical images. The maps document the East-West and North-South surface displacements associated with the earthquake, and the correlation score map. Geographic information within the files is in the UTM WGS 84 Zone 47 N reference. Processing was performed at 0.5 m ground resolution (see the publication for detail on the data and processing method), but files are made available at a downsampled resolution of 5 m.It also includes the measured total and localized offsets (the off-fault deformation can be measured from the difference of the two values). The two files are organized as follow: profile number, offset (m), sigma offset (m), latitude, longitude, position of the profile along the fault trace (m), azimuth of the profile, width of the offset (m).