cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14504981
title: Afri4Cast Services Outputs

description: Decision making and planning measures for food security and safety require critical information for determining crop health and productivity. Monitoring of several indicators related to crop growth, yield, irrigation, and the spread of disease is key for agricultural decision making at all levels, from farm management to adaptation strategies and relief scheme. The frequent supply of such critical information is urgently required in order to make advance monitoring methods operational.

Afri4Cast provides national-, regional-, parcel-, pixel-specific in season production estimates, mycotoxin formation risk and disease outbreak probability. Apart from the in-season yield forecast production line, AFRI4CAst executes seasonal and long-term model simulations for multiannual yield predictions and mycotoxigenic fungi contamination risk under various climate scenarios at a coarse spatial scale.

Food Security





Rust disease has caused substantial income losses, which were estimated to be in the order of 100s of millions USD per year (2010-2019).Afri4Cast monitors wheat, maize and rice growth, meteorological events and their effect on crop production and rust disease outbreaks, employing satellite remote sensing products, near-real-time (NRT) meteorological observations and agro-meteorological modelling.





Crop and Irrigation Model

Having as input variables of the environmental conditions, the MODEL runs under different climate scenarios and provides output on the biomass and crop yield, allowing the understanding of how crops respond to environmental changes and yield gap analysis.

 

Food Safety



Mycotoxins are potential threats to human and animal health, as well as to crop productivity with economic side effects, leading to the development of maximum tolerated limits for mycotoxins in various countries. Even with the standards in place, in 2004, was recorded the greatest fatal mycotoxin-poisoning outbreak caused by contamination of maize with aflatoxins in Africa.

Afri4Cast predicts the risk level of key mycotoxins (deoxynivalenol-DON and aflatoxin-AFB1) in cereal crops and identify high-infection risk areas.
DOI: 10.5281/zenodo.14505022
title: 20241213_Serratiaextractions_1636_30121_SE_PMS
DOI: 10.5281/zenodo.14505023
title: 20241213_Serratiaextractions_1636_30121_SE_PMS
DOI: 10.5281/zenodo.14504998
title: code and dataset
DOI: 10.5281/zenodo.14504999
title: code and dataset
DOI: 10.15468/dl.u4yaev
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aloe ankoberensis M.G.Gilbert & Sebsebe"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037490-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28040075
title: SNPdata

description: This dataset contains pyrosequencing results for the genotyping of ABCB1, CES1, and UGT2B15 polymorphisms in 124 healthy male subjects. Blood samples were collected and stored at −20°C until DNA extraction. Genomic DNA was isolated from peripheral leukocytes, and genotyping was performed using a Biotage pyrosequencer (Uppsala, Sweden) following established protocols. The specific polymorphisms analyzed include c.1236C&gt;T (rs1128503), c.2677C&gt;T(A) (rs2032582), c.3435C&gt;T (rs1045642), and c.2482-2236G&gt;A (rs4148738) alleles of ABCB1, c.1168-33A&gt;C (rs2244613) and c.257+885T&gt;C (rs8192935) alleles of CES1, and c.253G&gt;T (rs1902023) allele of UGT2B15. This dataset provides comprehensive genotyping information for these polymorphisms, supporting further pharmacogenetic and genetic variability research.
DOI: 10.5281/zenodo.11629550
title: FY-3G PMR sample data

description: The FY-3G PMR data used in Figure 1 in Liu et al. (2024).

Paper: Liu, B., Li, H., Liu, L., Shang, J., Yin, H., & Kuo, K.-S. (2024). Sea surface and snowflakes as natural targets connecting FY-3G and GPM-CO dual-frequency radars. Geophysical Research Letters, 51, e2024GL110878. https://doi.org/10.1029/2024GL110878

The FY-3G PMR data are available at: https://satellite.nsmc.org.cn/DataPortal/en/home/index.html

Please email me if you encounter any difficulties accessing the data (202211030001@nuist.edu.cn).
DOI: 10.5281/zenodo.12200147
title: FY-3G PMR sample data

description: The FY-3G PMR data used in Figure 1 in Liu et al. (2024).

Paper: Liu, B., Li, H., Liu, L., Shang, J., Yin, H., & Kuo, K.-S. (2024). Sea surface and snowflakes as natural targets connecting FY-3G and GPM-CO dual-frequency radars. Geophysical Research Letters, 51, e2024GL110878. https://doi.org/10.1029/2024GL110878

The FY-3G PMR data are available at: https://satellite.nsmc.org.cn/DataPortal/en/home/index.html

Please email me if you encounter any difficulties accessing the data (202211030001@nuist.edu.cn).
DOI: 10.15468/dl.xq98vf
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Waltheria indica L."
 ]
}

 The dataset includes 56 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037491-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27939276.v1
title: Decoding clinical trial jargon: helping people understand how safety and quality of life are assessed in cancer trials

description: A PDF version of this infographic is available as supplemental material. A PDF version of this infographic is available as supplemental material.
DOI: 10.15468/dl.7t6tw3
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Trapa natans L.",
 "Year 2012-2024"
 ]
}

 The dataset's 3 records were derived from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037488-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26509531
title: Designing a sector-coupled European energy system robust to 60 years of historical weather data

description: This data contains the results presented in Designing a sector-coupled European energy system robust to 60 years of historical weather data. 

It includes the total system cost split by technology for a capacity optimization designed for 62 different weather years. It furthermore includes the annual capacity factors for every weather year, the unserved energy and the CO2 emissions obtained for every capacity layout when simulated for a different weather year than the design year. 

Furthermore, it contains the capacity increase/reduction by every technology observed in robust capacity layouts. 

It also contains the hydropower reservoir filling level for two cases: 1) without constraining the operation, and 2) when imposing a lower bound on the filling level according to historical levels. 

Lastly, it contains full load hours by power generation technology on country level, acquired from ENTSO-E.
DOI: 10.6084/m9.figshare.26509531.v1
title: Designing a sector-coupled European energy system robust to 60 years of historical weather data

description: This data contains the results presented in Designing a sector-coupled European energy system robust to 60 years of historical weather data. 

It includes the total system cost split by technology for a capacity optimization designed for 62 different weather years. It furthermore includes the annual capacity factors for every weather year, the unserved energy and the CO2 emissions obtained for every capacity layout when simulated for a different weather year than the design year. 

Furthermore, it contains the capacity increase/reduction by every technology observed in robust capacity layouts. 

It also contains the hydropower reservoir filling level for two cases: 1) without constraining the operation, and 2) when imposing a lower bound on the filling level according to historical levels. 

Lastly, it contains full load hours by power generation technology on country level, acquired from ENTSO-E.
DOI: 10.15468/dl.8j2sdd
title: Occurrence Download

description: A dataset containing 22046 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Observation.org, Nature data from around the World",
 "Geometry POLYGON((-5.33203 35.20733,3.80859 38.30488,13.30078 35.7798,26.30859 33.75845,25.60547 37.75103,30.52734 43.09885,36.5039 43.6101,41.77734 49.86443,30.52734 56.96734,34.74609 70.50926,31.23047 72.72409,-8.14453 69.67134,-25.3711 68.15412,-30.9961 63.40989,-10.95703 61.12061,-15.17578 36.91242,-5.33203 35.20733))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "TaxonKey is Marchantiophyta",
 "TaxonKey is Rhodophyta",
 "TaxonKey is Chlorophyta",
 "TaxonKey is Charophyta",
 "TaxonKey is Anthocerotophyta",
 "TaxonKey is Glaucophyta"
 ]
 },
 "Year 2000-2021"
 ]
}

 The dataset includes 22046 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330626-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehkqzn
title: Occurrence Download

description: A dataset containing 1444351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Observation.org, Nature data from around the World",
 "Geometry POLYGON((-5.33203 35.20733,3.80859 38.30488,13.30078 35.7798,26.30859 33.75845,25.60547 37.75103,30.52734 43.09885,36.5039 43.6101,41.77734 49.86443,30.52734 56.96734,34.74609 70.50926,31.23047 72.72409,-8.14453 69.67134,-25.3711 68.15412,-30.9961 63.40989,-10.95703 61.12061,-15.17578 36.91242,-5.33203 35.20733))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Amphibia",
 "TaxonKey is Mammalia",
 "TaxonKey is Reptilia",
 "TaxonKey is Elasmobranchii",
 "TaxonKey is Actinopterygii"
 ]
 },
 "Year 2000-2021"
 ]
}

 The dataset includes 1444351 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330616-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5xxj3
title: Occurrence Download

description: A dataset containing 22591717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Observation.org, Nature data from around the World",
 "Geometry POLYGON((-5.33203 35.20733,3.80859 38.30488,13.30078 35.7798,26.30859 33.75845,25.60547 37.75103,30.52734 43.09885,36.5039 43.6101,41.77734 49.86443,30.52734 56.96734,34.74609 70.50926,31.23047 72.72409,-8.14453 69.67134,-25.3711 68.15412,-30.9961 63.40989,-10.95703 61.12061,-15.17578 36.91242,-5.33203 35.20733))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2000-2021"
 ]
}

 The dataset includes 22591717 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330607-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwtb6a
title: Occurrence Download

description: A dataset containing 7853787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Observation.org, Nature data from around the World",
 "Geometry POLYGON((-5.33203 35.20733,3.80859 38.30488,13.30078 35.7798,26.30859 33.75845,25.60547 37.75103,30.52734 43.09885,36.5039 43.6101,41.77734 49.86443,30.52734 56.96734,34.74609 70.50926,31.23047 72.72409,-8.14453 69.67134,-25.3711 68.15412,-30.9961 63.40989,-10.95703 61.12061,-15.17578 36.91242,-5.33203 35.20733))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Arthropoda",
 "TaxonKey is Mollusca",
 "TaxonKey is Ctenophora",
 "TaxonKey is Porifera",
 "TaxonKey is Cnidaria",
 "TaxonKey is Echinodermata",
 "TaxonKey is Platyhelminthes",
 "TaxonKey is Annelida",
 "TaxonKey is Nematoda"
 ]
 },
 "Year 2000-2021"
 ]
}

 The dataset includes 7853787 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330619-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7wb3qb
title: Occurrence Download

description: A dataset containing 3732275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Observation.org, Nature data from around the World",
 "Geometry POLYGON((20.3789 34.5681,47.26172 45.55868,30.22265 56.75915,35.14453 73.02602,-20.05078 68.27373,-30.2461 65.22481,-14.42578 61.27587,-10.00822 36.53921,20.3789 34.5681))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1990-2009"
 ]
}

 The dataset includes 3732275 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346404-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypyet7
title: Occurrence Download

description: A dataset containing 4967137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Observation.org, Nature data from around the World",
 "Geometry POLYGON((20.3789 34.5681,47.26172 45.55868,30.22265 56.75915,35.14453 73.02602,-20.05078 68.27373,-30.2461 65.22481,-14.42578 61.27587,-10.00822 36.53921,20.3789 34.5681))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 2000-2021"
 ]
}

 The dataset includes 4967137 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330601-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.258f2r
title: Occurrence Download

description: A dataset containing 45519092 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((20.3789 34.5681,47.26172 45.55868,30.22265 56.75915,35.14453 73.02602,-20.05078 68.27373,-30.2461 65.22481,-14.42578 61.27587,-10.00822 36.53921,20.3789 34.5681))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1990-2021"
 ]
}

 The dataset includes 45519092 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346999-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85mdhc
title: Occurrence Download

description: A dataset containing 8505479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Pl@ntNet automatically identified occurrences",
 "Geometry POLYGON((20.3789 34.5681,47.26172 45.55868,30.22265 56.75915,35.14453 73.02602,-20.05078 68.27373,-30.2461 65.22481,-14.42578 61.27587,-10.00822 36.53921,20.3789 34.5681))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 1990-2021"
 ]
}

 The dataset includes 8505479 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0347001-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.292haj
title: Occurrence Download

description: A dataset containing 723558 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((20.3789 34.5681,47.26172 45.55868,30.22265 56.75915,35.14453 73.02602,-20.05078 68.27373,-30.2461 65.22481,-14.42578 61.27587,-10.00822 36.53921,20.3789 34.5681))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 5d662340-07fa-41b7-a3fc-e2e63ca50800",
 "Year 1990-2021"
 ]
}

 The dataset includes 723558 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003979-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehx7z4
title: Occurrence Download

description: A dataset containing 11637060 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is UK Butterfly Monitoring Scheme (UKBMS)"
 ]
 },
 "Geometry POLYGON((20.3789 34.5681,47.26172 45.55868,30.22265 56.75915,35.14453 73.02602,-20.05078 68.27373,-30.2461 65.22481,-14.42578 61.27587,-10.00822 36.53921,20.3789 34.5681))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1990-2021"
 ]
}

 The dataset includes 11637060 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003971-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8tb27
title: Occurrence Download

description: A dataset containing 9527431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is naturgucker",
 "Geometry POLYGON((20.3789 34.5681,47.26172 45.55868,30.22265 56.75915,35.14453 73.02602,-20.05078 68.27373,-30.2461 65.22481,-14.42578 61.27587,-10.00822 36.53921,20.3789 34.5681))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1990-2021"
 ]
}

 The dataset includes 9527431 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003969-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vdt739
title: Occurrence Download

description: A dataset containing 25320164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is DOF/BirdLife Denmark - Observations from DOFbasen",
 "Geometry POLYGON((20.3789 34.5681,47.26172 45.55868,30.22265 56.75915,35.14453 73.02602,-20.05078 68.27373,-30.2461 65.22481,-14.42578 61.27587,-10.00822 36.53921,20.3789 34.5681))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1990-2021"
 ]
}

 The dataset includes 25320164 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003961-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyy2xr
title: Occurrence Download

description: A dataset containing 23359176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Artportalen (Swedish Species Observation System)",
 "Geometry POLYGON((20.3789 34.5681,47.26172 45.55868,30.22265 56.75915,35.14453 73.02602,-20.05078 68.27373,-30.2461 65.22481,-14.42578 61.27587,-10.00822 36.53921,20.3789 34.5681))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Passeriformes",
 "Year 1990-2021"
 ]
}

 The dataset includes 23359176 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004117-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdu6dh
title: Occurrence Download

description: A dataset containing 30956808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Artportalen (Swedish Species Observation System)",
 "Geometry POLYGON((20.3789 34.5681,47.26172 45.55868,30.22265 56.75915,35.14453 73.02602,-20.05078 68.27373,-30.2461 65.22481,-14.42578 61.27587,-10.00822 36.53921,20.3789 34.5681))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Anseriformes",
 "TaxonKey is Charadriiformes",
 "TaxonKey is Accipitriformes",
 "TaxonKey is Piciformes",
 "TaxonKey is Gruiformes",
 "TaxonKey is Columbiformes",
 "TaxonKey is Podicipediformes",
 "TaxonKey is Falconiformes",
 "TaxonKey is Pelecaniformes",
 "TaxonKey is Suliformes",
 "TaxonKey is Galliformes",
 "TaxonKey is Strigiformes",
 "TaxonKey is Gaviiformes",
 "TaxonKey is Apodiformes",
 "TaxonKey is Cuculiformes",
 "TaxonKey is Coraciiformes",
 "TaxonKey is Caprimulgiformes",
 "TaxonKey is Ciconiiformes",
 "TaxonKey is Procellariiformes",
 "TaxonKey is Bucerotiformes",
 "TaxonKey is Otidiformes",
 "TaxonKey is Psittaciformes",
 "TaxonKey is Phoenicopteriformes",
 "TaxonKey is Pteroclidiformes"
 ]
 },
 "Year 1990-2021"
 ]
}

 The dataset includes 30956808 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004677-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssuu3t
title: Occurrence Download

description: A dataset containing 341327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Österreichische Mykologische Gesellschaft - Austrian Mycological Society",
 "Geometry POLYGON((15.73792 49.18579,14.30969 49.22974,12.35413 48.3728,8.77258 48.06519,8.57483 45.88989,15.47424 45.62622,18.15491 48.04321,16.88049 49.36157,15.73792 49.18579))",
 "Year 1990-2022"
 ]
}

 The dataset includes 341327 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139155-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxv24s
title: Occurrence Download

description: A dataset containing 3566580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 {
 "or" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is EOD – eBird Observation Dataset"
 ]
 },
 "Geometry POLYGON((160.57617 -47.94284,169.27734 -53.47105,185.0647 -44.52314,181.66992 -33.51941,164.79492 -31.44366,160.57617 -47.94284))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1990-2022"
 ]
}

 The dataset includes 3566580 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137476-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.