cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.1594/pangaea.987211
title: Water column raw data (Kongsberg EM 122 entire dataset) of RV SONNE during cruise SO312

description: Raw water column data were collected aboard RV SONNE during cruise SO312 using a Kongsberg EM 122 multibeam echosounder. The expedition took place during 2025-05-04 – 2025-05-31 from Auckland (New Zealand) to Auckland (New Zealand) in the South West Pacific. The project BRASS is designed around testing three fundamental hypotheses related to caldera formation and its relationship to hydrothermal systems. Data were recorded within the New Zealand EEZ. Sound velocity profiles (SVP) were applied on the data for calibration. Please see environmental data and the cruise report for details. The data are unprocessed and can therefore contain incorrect depth measurements (artifacts) if not further processed. Note that refraction errors may occur when no proper SVP is applied. Data acquisition was done by GEOMAR Helmholtz Centre for Ocean Research Kiel, provision of the data is supported by the DAM Project Underway Research Data and published according to the FAIR principles.
description: These data should not be used for navigational purposes.
DOI: 10.1594/pangaea.987213
title: Multibeam bathymetry raw data (Kongsberg EM 122 entire dataset) of RV SONNE during cruise SO313/1

description: Raw multibeam bathymetry data were collected aboard RV SONNE during cruise SO313-1 using a Kongsberg EM 122 multibeam echosounder. The expedition took place during 2025-06-04 – 2025-07-13 from Auckland (New Zealand) to Auckland (New Zealand) in the South West Pacific. The objective of SO313-1 is to determine the geological and spatial characteristics of ferromanganese crusts on seamounts of the Louisville Ridge and their complex interaction with distribution, diversity, and composition of associated biological communities and the local hydrodynamic conditions of the water column. Data were recorded within the New Zealand EEZ. Sound velocity profiles (SVP) were applied on the data for calibration. Please see environmental data and the cruise report for details. The data are unprocessed and can therefore contain incorrect depth measurements (artifacts) if not further processed. Note that refraction errors may occur when no proper SVP is applied. Data acquisition was done by the Federal Institute for Geosciences and Natural Resources, provision of the data is supported by the DAM Project Underway Research Data and published according to the FAIR principles.
description: These data should not be used for navigational purposes.
DOI: 10.1594/pangaea.988085
title: ADCP current measurements (150 kHz) on RV HEINCKE during RV HEINCKE cruise HE667

description: Ocean velocities were collected by a Teledyne RDI 150 kHz Ocean Surveyor ADCP that was mounted on RV HEINCKE during RV HEINCKE cruise HE667. The transducer was located at 4 m below the water line. The instrument was operated in single-ping, broadband mode with bin size of 4 m and a blanking distance of 4 m. The velocity of the ship was calculated from position fixes obtained by the Global Positioning System (GPS) received directly from RV HEINCKE. Heading, Pitch and Roll were obtained both from the MRU of RV HEINCKE and the internal ADCP gyro. Heading as well as pitch and roll data from ADCP's internal gyrocompass and the navigation and motion data were used by the data acquisition software ViSea DAS (AquaVision®) internally to convert ADCP velocities into earth coordinates. Accuracy of the ADCP velocities mainly depends on the quality of the position fixes and internal ADCP heading data. Further errors stem from a misalignment of the transducer with RV HEINCKE's centerline. ADCP data is provided at minutely sample rate. Raw data or secondly binned data are available on request.
DOI: 10.15468/dl.hsjcwq
title: Occurrence Download

description: A dataset containing 20444 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Asteraceae",
 "Year 2010-2025"
 ]
}

 The dataset includes 20444 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010393-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.988132
title: Dissolved and particulate Ba concentrations and Ba isotope compositions from the Peruvian upwelling zone (M136 and M138)

description: Dissolved and particulate Ba concentrations and Ba isotopic compositions (δ138Ba) were determined from two shelf-slope transects at 12 degree S and 14 degree S in the Peruvian upwelling zone. Samples were collected during cruises M136 and M138 in April and June 2017 using trace metal-clean GO-FLO bottles (profiles) and a towed-fish sampler (surface samples). Dissolved samples were filtered through 0.2 μm polyethersulfone (PES) filters (profiles) or AcropackTM capsule filters (Pall®; 0.8/0.2 μm; surface samples) into acid-cleaned low-density polyethylene (LDPE) bottles. Particulate samples were collected on the PES filters. These data are used to evaluate the partitioning of Ba isotopes between the dissolved and particulate phases.
description: &lt;0.001 = below detection limitBottom depths shallower than the deepest CTD sample, likely due to the slight movement of vessel during sampling.Concentration units of pmol/L and nmol/L for pBa and other particulate metal elements were converted to pmol/kg and nmol/kg using potential density of individual sample, respectively.All seawater samples for nutrients were collected from Go-Flo bottles, except for station 56 whose nutrient samples were collected form Niskin bottle.
DOI: 10.1594/pangaea.988150
title: Physical oceanography during TALUDE cruises of RV ATLANTICO SUL (2009-2024)

description: This dataset contains temperature, salinity, potential density, fluorescence, and dissolved oxygen measurements collected from 2009 to 2024 in the slope and outer continental shelf along the South Brazil Bight (SBB) and Southern Brazilian Shelf (SBS), between 22 to 34 of south latitude. During this period, a total of 13 cruises were carried out as part of the TALUDE project, which aims to understand the variables and oceanographic processes that determine the distribution pattern of the marine megafauna in the study region. The goal of the TALUDE is to identify areas of concentration for these species to establish critical areas for the conservation of these species and contribute to programs for managing human activities and conserving marine biodiversity. Salinity and temperature were measured using CTD (conductivity, temperature, and depth), and fluorescence and dissolved oxygen were obtained using auxiliary sensors installed in the CTD.
DOI: 10.1594/pangaea.988159
title: Iberia-Forams cruise in September 2012 - additional CTD data

description: The Iberia-Forams cruise deployed CTD+ 12 bottle rosette casts at 12 stations along the western and southwestern Iberian margin during September 2012. These data provide CTD data not yet archived in Pangaea for the respective stations, mainly oxygen content, flourescence, turbidity.
DOI: 10.1594/pangaea.988161
title: Iberia-Forams cruise in September 2012 - discrete sample pH data

description: This data set provides the pH values obtained for discrete water samples collected from the CTD+Rosette assembly at the water levels sampled during the Iberia-Forams cruise along the western and southwestern Iberian margin in September 2012. For pH measurement 250 ml of water were collected from the Rosette bottle and the bottle closed tightly. In the lab, the respective pH value was obtained by inserting a WTW (Wissenschaftlich-Technische Werkstaetten GmbH) pH meter 3110 into the bottom half of each bottle. Before the measurement, the pH probe was calibrated with pH solutions of 4.01 and 7.00 (accuracy of ≤ 0.005 pH ± 1 digit). Listed pH values are generally the mean of two measurements.
DOI: 10.1594/pangaea.988162
title: Iberia-Forams cruise in September 2012 - coccolithophore assemblage data

description: These data present results from seawater samples collected at 11 stations in a north-south transect along the western and southwestern Iberian margin in September 2012. Seawater samples at defined depths across the upper 300 meters were filtered in order to perform qualitative and quantitative analysis of extant coccolithophores. For species identification a piece of the filter paper was cut off and analyzed in a Scanning Electronic Microscope at the University of Salamanca (Spain). The aim of this work was studying the composition of the coccolithophore assemblages along the western Iberian margin as well as across the water column at each station. Approximately 15 species were identified. Two vertical zones, separated by a seasonal or a permanent thermocline, can be distinguished in the photic zone: the upper part, counting on more diversity and dominated by small placoliths; and the lower part, mainly inhabited by Florisphaera profunda. Minor changes are encountered with regard to the horizontal distribution, where temperature is likely the dominant environmental variable.
DOI: 10.1594/pangaea.988285
title: Basic and other measurements of radiation at station Cabauw (2025-08)
DOI: 10.1594/pangaea.988286
title: Basic and other measurements of radiation at station Cabauw (2025-11)
DOI: 10.1594/pangaea.988287
title: Basic and other measurements of radiation at station Cabauw (2025-10)
DOI: 10.1594/pangaea.988288
title: Basic and other measurements of radiation at station Cabauw (2025-09)

description: Due to persistent tracker problems a switch to another (duplicate) tracker has been made with new instruments for direct, diffuse and downward longwave irradiance. The new instruments were used for the entire month of September 2025. Use of alternative pyranometer (Kipp&Zn CM22 s/n 010038 on 7 October 2025) due to contaminated dome. Suboptimal ventilation of diffuse pyranometer until 22 September due to delayed filter exchange. This results in more than usual ERL flags.
DOI: 10.5281/zenodo.16659955
title: From Climate Oscillations to Thermal Control: A Regime Shift in the North Pacific Subtropical Gyre
DOI: 10.5281/zenodo.16659957
title: From Climate Oscillations to Thermal Control: A Regime Shift in the North Pacific Subtropical Gyre
DOI: 10.5281/zenodo.18251000
title: Callitriche heterophylla Pursh. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:43
DOI: 10.5281/zenodo.18251001
title: Callitriche heterophylla Pursh. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:43
DOI: 10.15468/dl.5y2jsn
title: Occurrence Download

description: A dataset containing 3136 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nanorana parkeri"
 ]
}

 The dataset includes 3136 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010397-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prk6ek
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.43.94_1","matchCase":false},{"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 108 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010398-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18251002
title: Callitriche lechleri (Hegelm.) Fassett. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:43
DOI: 10.5281/zenodo.18251003
title: Callitriche lechleri (Hegelm.) Fassett. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:43
DOI: 10.5281/zenodo.18251007
title: Callitriche oblongicarpa Fassett. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:43
DOI: 10.5281/zenodo.18251006
title: Callitriche oblongicarpa Fassett. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:43
DOI: 10.5281/zenodo.18251009
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS260115a Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS260115a Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.18251008
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS260115a Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS260115a Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.z6wjpz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "KingdomKey is Plantae",
 "Geometry POLYGON ((15.5136 49.83493, 15.51359 49.83496, 15.51359 49.83499, 15.51358 49.83502, 15.51357 49.83505, 15.51355 49.83508, 15.51354 49.83511, 15.51352 49.83514, 15.5135 49.83516, 15.51348 49.83519, 15.51345 49.83522, 15.51343 49.83524, 15.5134 49.83526, 15.51337 49.83529, 15.51334 49.83531, 15.5133 49.83533, 15.51327 49.83535, 15.51323 49.83537, 15.51319 49.83539, 15.51315 49.8354, 15.51311 49.83542, 15.51307 49.83543, 15.51302 49.83544, 15.51298 49.83545, 15.51293 49.83546, 15.51289 49.83547, 15.51284 49.83547, 15.51279 49.83548, 15.51275 49.83548, 15.5127 49.83548, 15.51265 49.83548, 15.51261 49.83548, 15.51256 49.83547, 15.51251 49.83547, 15.51247 49.83546, 15.51242 49.83545, 15.51238 49.83544, 15.51233 49.83543, 15.51229 49.83542, 15.51225 49.8354, 15.51221 49.83539, 15.51217 49.83537, 15.51213 49.83535, 15.5121 49.83533, 15.51206 49.83531, 15.51203 49.83529, 15.512 49.83526, 15.51197 49.83524, 15.51195 49.83522, 15.51192 49.83519, 15.5119 49.83516, 15.51188 49.83514, 15.51186 49.83511, 15.51185 49.83508, 15.51183 49.83505, 15.51182 49.83502, 15.51181 49.83499, 15.51181 49.83496, 15.5118 49.83493, 15.5118 49.8349, 15.5118 49.83487, 15.51181 49.83484, 15.51181 49.83481, 15.51182 49.83478, 15.51183 49.83475, 15.51185 49.83472, 15.51186 49.83469, 15.51188 49.83466, 15.5119 49.83464, 15.51192 49.83461, 15.51195 49.83458, 15.51197 49.83456, 15.512 49.83454, 15.51203 49.83451, 15.51206 49.83449, 15.5121 49.83447, 15.51213 49.83445, 15.51217 49.83443, 15.51221 49.83441, 15.51225 49.8344, 15.51229 49.83438, 15.51233 49.83437, 15.51238 49.83436, 15.51242 49.83435, 15.51247 49.83434, 15.51251 49.83433, 15.51256 49.83433, 15.51261 49.83432, 15.51265 49.83432, 15.5127 49.83432, 15.51275 49.83432, 15.51279 49.83432, 15.51284 49.83433, 15.51289 49.83433, 15.51293 49.83434, 15.51298 49.83435, 15.51302 49.83436, 15.51307 49.83437, 15.51311 49.83438, 15.51315 49.8344, 15.51319 49.83441, 15.51323 49.83443, 15.51327 49.83445, 15.5133 49.83447, 15.51334 49.83449, 15.51337 49.83451, 15.5134 49.83454, 15.51343 49.83456, 15.51345 49.83458, 15.51348 49.83461, 15.5135 49.83464, 15.51352 49.83466, 15.51354 49.83469, 15.51355 49.83472, 15.51357 49.83475, 15.51358 49.83478, 15.51359 49.83481, 15.51359 49.83484, 15.5136 49.83487, 15.5136 49.8349, 15.5136 49.83493))",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010401-260108223611665/datasets/export for details.
DOI: 10.5281/zenodo.18251010
title: Callitriche rimosa Fassett. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:43
DOI: 10.5281/zenodo.18251011
title: Callitriche rimosa Fassett. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:43
DOI: 10.15468/dl.2v8hzs
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.43.95_1","matchCase":false},{"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 27 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010402-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18251013
title: Calotheca Desv. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:43
DOI: 10.5281/zenodo.18251012
title: Calotheca Desv. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:43
DOI: 10.15468/dl.pumpux
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "KingdomKey is Plantae",
 "Geometry POLYGON ((0.1108971 46.41003, 0.1108934 46.41006, 0.1108873 46.4101, 0.1108787 46.41013, 0.1108677 46.41016, 0.1108543 46.41019, 0.1108386 46.41022, 0.1108207 46.41025, 0.1108004 46.41028, 0.110778 46.41031, 0.1107534 46.41034, 0.1107268 46.41036, 0.1106981 46.41039, 0.1106676 46.41041, 0.1106352 46.41044, 0.1106011 46.41046, 0.1105653 46.41048, 0.110528 46.4105, 0.1104893 46.41052, 0.1104492 46.41054, 0.1104078 46.41055, 0.1103654 46.41057, 0.1103219 46.41058, 0.1102776 46.41059, 0.1102325 46.4106, 0.1101868 46.41061, 0.1101405 46.41061, 0.1100939 46.41062, 0.110047 46.41062, 0.11 46.41062, 0.109953 46.41062, 0.1099061 46.41062, 0.1098595 46.41061, 0.1098132 46.41061, 0.1097675 46.4106, 0.1097224 46.41059, 0.1096781 46.41058, 0.1096346 46.41057, 0.1095922 46.41055, 0.1095508 46.41054, 0.1095107 46.41052, 0.109472 46.4105, 0.1094347 46.41048, 0.1093989 46.41046, 0.1093648 46.41044, 0.1093324 46.41041, 0.1093019 46.41039, 0.1092732 46.41036, 0.1092466 46.41034, 0.109222 46.41031, 0.1091996 46.41028, 0.1091793 46.41025, 0.1091614 46.41022, 0.1091457 46.41019, 0.1091323 46.41016, 0.1091213 46.41013, 0.1091127 46.4101, 0.1091066 46.41006, 0.1091029 46.41003, 0.1091017 46.41, 0.1091029 46.40997, 0.1091066 46.40994, 0.1091127 46.4099, 0.1091213 46.40987, 0.1091323 46.40984, 0.1091457 46.40981, 0.1091614 46.40978, 0.1091793 46.40975, 0.1091996 46.40972, 0.109222 46.40969, 0.1092466 46.40966, 0.1092732 46.40964, 0.1093019 46.40961, 0.1093324 46.40959, 0.1093648 46.40956, 0.1093989 46.40954, 0.1094347 46.40952, 0.109472 46.4095, 0.1095107 46.40948, 0.1095508 46.40946, 0.1095922 46.40945, 0.1096346 46.40943, 0.1096781 46.40942, 0.1097224 46.40941, 0.1097675 46.4094, 0.1098132 46.40939, 0.1098595 46.40939, 0.1099061 46.40938, 0.109953 46.40938, 0.11 46.40938, 0.110047 46.40938, 0.1100939 46.40938, 0.1101405 46.40939, 0.1101868 46.40939, 0.1102325 46.4094, 0.1102776 46.40941, 0.1103219 46.40942, 0.1103654 46.40943, 0.1104078 46.40945, 0.1104492 46.40946, 0.1104893 46.40948, 0.110528 46.4095, 0.1105653 46.40952, 0.1106011 46.40954, 0.1106352 46.40956, 0.1106676 46.40959, 0.1106981 46.40961, 0.1107268 46.40964, 0.1107534 46.40966, 0.110778 46.40969, 0.1108004 46.40972, 0.1108207 46.40975, 0.1108386 46.40978, 0.1108543 46.40981, 0.1108677 46.40984, 0.1108787 46.40987, 0.1108873 46.4099, 0.1108934 46.40994, 0.1108971 46.40997, 0.1108983 46.41, 0.1108971 46.41003))",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010403-260108223611665/datasets/export for details.
DOI: 10.15468/dl.j6y86z
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Tragopan caboti",
 "Year 1999-2010"
 ]
}

 The dataset includes 42 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010404-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18250104
title: FireBench: 2021 Caldor Benchmarks for Fire Models

description: This collection of benchmarks uses the public resources about the 2021 Caldor Fire.It contains a script based on the FireBench Python library to run over 300 benchmarks related to building damage, burn severity, canopy cover loss, fire perimeters, and weather stations. 

It contains observation datasets for:- Building damaged (CALFIRE)- Burn severity (MTBS)- Burn severity (RAVG)- Canopy bottom height (LANDFIRE)- Canopy bulk density (LANDFIRE)- Canopy cover loss (RAVG)- Canopy height (LANDFIRE)- Infrared fire perimeters (NIROPS)- Live basal area change (RAVG)- Weather stations (Synoptic)

See FireBench documentation for more information about this dataset.

Licenses for each dataset are contained within the distributed dataset.