cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5285/90fab89e-5d07-4d5c-b619-60799a4d09f8
title: Whales from Space Database: Image chips

description: Monitoring whales in remote regions is important for their conservation, using traditional survey platforms (boat and plane) is logistically difficult. The use of very high-resolution satellite imagery to survey whales, particularly in remote regions, is gaining interest and momentum. However, development is hindered by the lack of automated systems to detect whales. Such a system requires an open source library containing examples of whales and confounding features in satellite imagery. Here we present such a database, created by surveying 6,300 km2 of satellite imagery in various regions across the globe, which allowed us to detect 633 whale objects and 120 confounding features. This dataset contains image chips as png files. Funding was provided from a BAS Innovation Voucher.
description: The satellite images were acquired by very high-resolution satellites (WorldView-3, WorldView-2, GeoEye-1, Quickbird-2), using the following criteria: less than 20% cloud cover, calm sea state (i.e. no white caps and low swell), and where it was known that only one species would be present at the time of image acquisition. Whales were annotated using Cubaynes et al. criteria and method, and were assigned a confidence level (Definite, Probable, or Possible). For further details see Cubaynes, H.C. and P.T. Fretwell. Whales from space dataset: An annotated satellite image dataset of whales for testing and validating machine learning models. In Submission to Data in Brief.
description: ArcGIS 10.4 ESRI 2019 and ArcGIS 10.6 ESRI 2020.
description: Used Cubaynes et al 2019 to assign a confidence level to the whale-objects detected and listed in the database.
DOI: 10.5285/ae34b490-4838-4740-a78e-924d23dc5540
title: Annotated dataset of beluga whales detected in Very High Resolution (VHR) satellite imagery of the southern Kara Sea (Russia) in July 2016.

description: This annotated dataset comprises locational data of beluga whales along the eastern shore of the Yugor Penisula and in the inner part of Baydaratskaya Bay in the southern Kara Sea (Russia) as detected from Very High Resolution (VHR) satellite imagery on July 4th and 9th, 2016. Images were manually scanned and whales detected through the use of grids. Additional metadata includes information on image type and model, and whale distinctive characteristics (e.g., fluke or blow). This work supports the 'training' of machine learning algorithms for automatic detection of whales from satellite imagery. 

This study was possible thanks to imagery support from MAXAR Technologies/Digital Globe Foundation for the VHR images and core funding from British Antarctic Survey, Natural Environment Research Council, as part of the 'Wildlife from Space' project.
description: Beluga whales were manually detected by scanning VHR satellite imagery obtained from the Maxar satellites WorldView-2 and -3. Single points were placed on the whales, and the attribute table was filled out to contain information on the certainty level (i.e. "definite", "probable", "possible") derived from the classification score assessed based on various criteria (i.e. body length, body width, body shape, body colour, fluke print, blow, contour, wake, after-breach, defecation, other disturbance, fluke, flipper, head callosities and mud trail), following Cubaynes et al. 2023. For additional details on attribute table definitions, please refer to the README affiliated with the shapefile data. For each annotated whale, there is information about the imagery analysed: the location, latitude and longitude (in decimal degrees and recorded using the same geographic coordinate system and projection as the satellite imagery), imagery ID, imagery date, type of satellite, spatial resolution, number of multispectral bands, product level and type (e.g., Standard2A). The 4th of July dataset is in the projection WGS 1984 UTM 41N and 9th of July dataset in WGS 1984 UTM 42N.
description: The satellite images were pansharpened using the ESRI pansharpening algorithm. The attribute table includes fields to: specify the satellite image metadata; describe environmental conditions; describe the observed animal. Please refer to the README associated with the data for details.
DOI: 10.15468/dl.qzwux4
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litsea albicans (Kurz) Hook.fil."
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043518-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxjhg5
title: Occurrence Download

description: A dataset containing 2019 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lilium tsingtauense Gilg"
 ]
}

 The dataset includes 2019 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043517-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vrgcb
title: Occurrence Download

description: A dataset containing 1248 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lespedeza daurica (Laxm.) Schindl."
 ]
}

 The dataset includes 1248 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043519-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urhf36
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium paniculatum (Regel & Schmalh.) Al-Shehbaz"
 ]
}

 The dataset includes 26 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043521-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drgzx7
title: Occurrence Download

description: A dataset containing 1878 species occurrences available in GBIF matching the query:
{
 "and" : [
 "NetworkKey is 3aee7756-565e-4dc5-b22c-f997fbd7105c",
 "TaxonKey is one of (Quercus L.)"
 ]
}

 The dataset includes 1878 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043522-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10855058
title: Data accompanying "Active Causal Learning for Decoding Chemical Complexities with Targeted Interventions" by Z Fox and A Ghosh
DOI: 10.5281/zenodo.10855059
title: Data accompanying "Active Causal Learning for Decoding Chemical Complexities with Targeted Interventions" by Z Fox and A Ghosh
DOI: 10.5281/zenodo.10887547
title: Data accompanying "Active Causal Learning for Decoding Chemical Complexities with Targeted Interventions" by Z Fox and A Ghosh
DOI: 10.15468/dl.pu7uws
title: Occurrence Download

description: A dataset containing 32556 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonicera maackii (Rupr.) Maxim."
 ]
}

 The dataset includes 32556 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043520-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jadkr
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindsaea macraeana (Hook. & Arn.) Copel."
 ]
}

 The dataset includes 306 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043523-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zaa8w2
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Culex neavei Theobald, 1906",
 "Year 2002-2024"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043524-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j5r3xw
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litsea alleniana A.C.Sm."
 ]
}

 The dataset includes 8 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043525-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2drxu7
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lilium wallichianum Schult. & Schult.f."
 ]
}

 The dataset includes 143 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043526-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qu3u89
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium patrinioides (Regel) Al-Shehbaz & Mumm."
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043527-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52g8ur
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lespedeza dunnii Schindl."
 ]
}

 The dataset includes 72 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043528-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34943/7e329b86-04f1-45be-bf9d-9fcb3192aca0
title: Bullseye Video Camera Deployed 2023-09-07

description: The SubC Imaging 1Cam Mk6 HDC SN 17690 was deployed on 2023-09-07 at Bullseye. Bullseye is a location at Clayoquot Slope, where gas hydrates, seafloor cold seeps, and hydrate dynamics are observed. This device is a Video Camera. Video cameras record video of characteristics of the surrounding environments and can be deployed on fixed and mobile platforms. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.15468/dl.rkjec5
title: Occurrence Download

description: A dataset containing 394 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schinopsis marginata Engl."
 ]
}

 The dataset includes 394 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043529-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azsva2
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litsea alveolata C.K.Allen"
 ]
}

 The dataset includes 25 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043530-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4t3a5x
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindsaea malabarica (Bedd.) Baker ex C.Chr."
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043531-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgetrc
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium pavlovii Al-Shehbaz & Mummenhoff"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043532-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgwh4u
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lilium wardii Stapf ex F.C.Stern"
 ]
}

 The dataset includes 67 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043533-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvmn84
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lespedeza elegans Cambess."
 ]
}

 The dataset includes 34 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043534-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbf3be
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litsea amicorum Kosterm."
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043535-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9g8yst
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindsaea malayensis Holttum"
 ]
}

 The dataset includes 41 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043536-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybsh7k
title: Occurrence Download

description: A dataset containing 9400 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium perfoliatum L."
 ]
}

 The dataset includes 9400 records from 400 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043537-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fp2yka
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lilium yapingense Y.D.Gao & X.J.He"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043539-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbx4cr
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lespedeza fasciculiflora Franch."
 ]
}

 The dataset includes 126 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043540-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ege593
title: Occurrence Download

description: A dataset containing 667 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonicera macrantha (D.Don) Spreng."
 ]
}

 The dataset includes 667 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043538-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42tfc4
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litsea anamo Kosterm."
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043541-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.828per
title: Occurrence Download

description: A dataset containing 2094 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "StateProvince is one of (casanare)",
 "TaxonKey is one of (Ascomycota)"
 ]
 }
 ]
}

 The dataset includes 2094 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043542-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thzu8y
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindsaea marquesensis (E.D.Br.) Lehtonen"
 ]
}

 The dataset includes 102 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043543-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d33hbk
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limacia blumei (Boerl.) Diels"
 ]
}

 The dataset includes 43 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043544-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsdbz5
title: Occurrence Download

description: A dataset containing 1401 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lespedeza floribunda Bunge"
 ]
}

 The dataset includes 1401 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043545-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uke4wf
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonicera malayana Hend."
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043546-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdwygz
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litsea aneityensis Guillaumin"
 ]
}

 The dataset includes 46 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043547-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjx9mf
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium persicum Boiss."
 ]
}

 The dataset includes 188 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043548-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7262xb
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindsaea media R.Br."
 ]
}

 The dataset includes 304 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043549-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10571010
title: data food baskets EuSociCit

description: The dataset is linked to the EuSocialCit working papers on the construction of cross-national comparable food budgets. Nutritionists and researchers in four European countries have calculated comparable food budgets for households living in an urban context in Belgium, Finland, Hungary and Spain. The methods used are explained in detail in Carillo-Alvarez, et. all., 2023. The budgets are used as a social indicator in a tentative exercise to assess the affordability of a healthy and sustainable diet.

The datafile contains:

-         comparable priced food baskets (divided according to food categories and including kitchen equipment) for 16 person types and based of EFSA DRV’s an national Food based dietary guidelines

-         Comparable sustainable food baskets (divided according to food categories and including kitchen equipment) for 2 person types (adult man and adult woman on active age) based on EAT lancet recommendations

-         Harmonised sustainable food baskets (divided according to food categories and including kitchen equipment) for  person type (adult man on active age)
DOI: 10.5281/zenodo.10571011
title: data food baskets EuSociCit

description: The dataset is linked to the EuSocialCit working papers on the construction of cross-national comparable food budgets. Nutritionists and researchers in four European countries have calculated comparable food budgets for households living in an urban context in Belgium, Finland, Hungary and Spain. The methods used are explained in detail in Carillo-Alvarez, et. all., 2023. The budgets are used as a social indicator in a tentative exercise to assess the affordability of a healthy and sustainable diet.

The datafile contains:

-         comparable priced food baskets (divided according to food categories and including kitchen equipment) for 16 person types and based of EFSA DRV’s an national Food based dietary guidelines

-         Comparable sustainable food baskets (divided according to food categories and including kitchen equipment) for 2 person types (adult man and adult woman on active age) based on EAT lancet recommendations

-         Harmonised sustainable food baskets (divided according to food categories and including kitchen equipment) for  person type (adult man on active age)