cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.wftrhv
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((30.17910 38.65967,35.32264 38.65967,35.32264 40.71618,30.17910 40.71618,30.17910 38.65967))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pistacia terebinthus L."
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179115-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h32qr6
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is TZA",
 "OccurrenceStatus is Present",
 "TaxonKey is Oxalis latifolia Kunth"
 ]
}

 The dataset includes 19 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160804-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdh663
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glyphodes onychinalis (Guenée, 1854)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 41 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190584-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmamyv
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-8.75675 54.09963,-3.42458 54.09963,-3.42458 59.92911,-8.75675 59.92911,-8.75675 54.09963))",
 "Month is September",
 "OccurrenceStatus is Present",
 "TaxonKey is Balaenoptera acutorostrata Lacépède, 1804"
 ]
}

 The dataset includes 279 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282402-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2kvc4
title: Occurrence Download

description: A dataset containing 398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae)",
 "Year is greater than or equal to 2012",
 "Year is less than or equal to 2022",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry MULTIPOLYGON (((-5.791698559999702 -16.01198572999982, -5.791698559999702 -15.99959884999998, -5.789771709999968 -15.98803774999988, -5.786193269999899 -15.97757770999993, -5.780963249999729 -15.96684240999991, -5.774632179999912 -15.9574834199999, -5.770503209999958 -15.94702337999996, -5.7641721399998 -15.93711386999985, -5.75866684999994 -15.9247269899999, -5.757290529999921 -15.92252486999979, -5.749858399999766 -15.91867116999998, -5.739398359999939 -15.91344114999998, -5.730314639999904 -15.90876165999993, -5.721781449999867 -15.90490795999983, -5.709669829999882 -15.89830161999981, -5.692603449999922 -15.89802635999996, -5.676638129999958 -15.89830161999981, -5.661773859999926 -15.90298110999993, -5.653240669999889 -15.90628428999997, -5.641679569999724 -15.91481746999995, -5.636174289999929 -15.92169907999988, -5.633972179999887 -15.93381069999992, -5.629567949999739 -15.94950075999986, -5.631770059999951 -15.96546608999995, -5.634247439999854 -15.97730244999991, -5.64801064999989 -15.98611089999991, -5.659296479999853 -15.99491934999986, -5.669756519999964 -16.00152568999988, -5.678014449999864 -16.00537938999992, -5.701687169999843 -16.00592991999986, -5.706091389999926 -16.00372780999993, -5.711046149999902 -16.00592991999986, -5.716000899999869 -16.00950836000004, -5.721781449999867 -16.01171046999997, -5.731966229999955 -16.01804154999996, -5.736645719999842 -16.02272103999996, -5.742426269999726 -16.02602420999989, -5.74710575999984 -16.02602420999989, -5.752886309999838 -16.02354682999993, -5.756189479999932 -16.01776627999982, -5.758116329999837 -16.01473837999993, -5.759492649999856 -16.01005887999992, -5.779862199999855 -16.01005887999992, -5.786193269999899 -16.00978361999995, -5.78784485999995 -16.01226099999985, -5.791698559999702 -16.01198572999982)))"
 ]
}

 The dataset includes 398 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170905-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ckza4
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dendroxena sexcarinata Motschulsky, 1861",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 38 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190608-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7caz6r
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-122.53651 4.47918,-62.46349 4.47918,-62.46349 28.52082,-122.53651 28.52082,-122.53651 4.47918))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Habenaria pringlei B.L.Rob.",
 "Year 1971-2022"
 ]
}

 The dataset includes 141 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170888-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4k4au
title: Occurrence Download

description: A dataset containing 2036 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Desmognathus wrighti King, 1936"
 ]
}

 The dataset includes 2036 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282323-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8exap
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acrocephalus arundinaceus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Country is Norway",
 "DatasetKey is Norwegian Species Observation Service",
 "Year is 2011",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252892-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqbjy6
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zamia katzeriana (Regel) E.Rettig"
 ]
}

 The dataset includes 27 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160806-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4d4gb
title: Occurrence Download

description: A dataset containing 42440315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "OccurrenceStatus is Present",
 "Year 2015-2015"
 ]
}

 The dataset includes 42440315 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179124-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gz4x63
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syrphus ribesii (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 159 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190615-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7vraa
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Allodontichthys hubbsi Miller & Uyeno, 1980"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160816-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ad85yf
title: Occurrence Download

description: A dataset containing 17730 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hippocampus erectus Perry, 1810"
 ]
}

 The dataset includes 17730 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282322-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4zveq
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ancistrus occloi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010498-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hb8awn
title: Occurrence Download

description: A dataset containing 225086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2026-01-17",
 "EventDate is less than or equal to 2026-02-16",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 225086 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010472-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zetpz
title: Occurrence Download

description: A dataset containing 2210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Combretum micranthum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2210 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010499-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2uvjf
title: Occurrence Download

description: A dataset containing 5483 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de Mamíferos (Mammalia) del Museo de Historia Natural de la Universidad de Caldas, Colombia (MHN-UCa-M)"
 ]
}

 The dataset includes 5483 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010500-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcwy7k
title: Occurrence Download

description: A dataset containing 327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Cladoraphis cyperoides"
 ]
}

 The dataset includes 327 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010505-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5pn7eb
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phaleria capitata"
 ]
}

 The dataset includes 209 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010504-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwfjxy
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sarcochilus australis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 139 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010503-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5t2zru
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ancistrus parecis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 24 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010506-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6pek35
title: Occurrence Download

description: A dataset containing 8741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Detarium microcarpum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 8741 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010507-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17786744
title: Gravity Inversions Wavelet compression dataset

description: Collection of ~150 gravity inversions investigating optimal compression error on model sizes. Inversions are run on Tomofast-X. There are 10 different models ranging from 0.4 million cells to 12 million, centered over the Eastern Goldfields using GSWA 2019 point gravity dataset. Wavelet compression is applied to the sensitivity matrix.
DOI: 10.5281/zenodo.17786745
title: Gravity Inversions Wavelet compression dataset

description: Collection of ~150 gravity inversions investigating optimal compression error on model sizes. Inversions are run on Tomofast-X. There are 10 different models ranging from 0.4 million cells to 12 million, centered over the Eastern Goldfields using GSWA 2019 point gravity dataset. Wavelet compression is applied to the sensitivity matrix.
DOI: 10.21227/rvgx-cy15
title: "CROP DISEASE DETECTION SYSTEM PROJECT REPORT."

description: "Farmers find difficulties in identifying and detecting as well as treating the plant diseases and itscause. And Fruits are more prone to diseases depending on the season and environmentalconditions they grow during cultivation also they get more infections. The early and traditionalmethod of predicting the disease in fruits and plants is very difficult. Using the proposed modelone can make a huge dataset of different types of fruits and its diseases with huge number ofimages stored in different folders for processing the data set. Each data set Is categorized withtype of disease and fruit. This system is trained and tested easily Artificial Neural Networking isused to learn and classify categorize the fruits and diseases. Proposed model can detect accuratedisease and get preventive measures and some suggestions to the farmers. This system willbenefit the farmers across the world."
DOI: 10.5281/zenodo.17292259
title: ASCEND Virtual Cell Simulation Dataset (v2.0)

description: This dataset includes the processed drug–cell perturbation data used to train and evaluate the ASCEND model.

data.zip: Including data processed by all downstream applications of the project.

tainData.zip: This includes source_data.h5ad and target_data_example.h5ad. You can replace target_data_example.h5ad with your own data, but please ensure it adheres to the same format.

Additional Data: These are the embeddings and parameter settings required for training the ASCEND model.
DOI: 10.5281/zenodo.18610127
title: ASCEND Virtual Cell Simulation Dataset (v2.0)

description: This dataset includes the processed drug–cell perturbation data used to train and evaluate the ASCEND model.

data.zip: Including data processed by all downstream applications of the project.

tainData.zip: This includes source_data.h5ad and target_data_example.h5ad. You can replace target_data_example.h5ad with your own data, but please ensure it adheres to the same format.

Additional Data: These are the embeddings and parameter settings required for training the ASCEND model.
DOI: 10.15468/dl.m34m3f
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ancistrus ranunculus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 67 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010508-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pr646r
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sarcochilus falcatus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 243 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010509-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.dr7sqvbcj
title: Marine litter can shift sea turtle nests toward the shoreline

description: Marine litter is an emerging threat to sea turtle rookeries, yet its
 effects on nesting behaviour remain poorly understood. In this study, we
 investigated how macro-litter accumulation on beaches influences the
 spatial distribution of loggerhead turtle (Caretta caretta) nests on Boa
 Vista Island, Cabo Verde. We mapped litter across 40 surveyed beach
 sections and combined these data with nest locations and control points.
 Our results revealed that females tend to nest closer to the shoreline
 when litter is more abundant, overriding natural mid-beach nesting
 preferences. We suggest that marine litter adds a new dimension to the
 phenomenon of coastal squeeze, further reducing the availability of
 suitable nesting habitat. The mechanism identified is likely relevant in
 other major nesting areas where litter accumulates, potentially reshaping
 habitat use for other populations worldwide. Our findings highlight the
 indirect consequences of marine litter and the need for further research
 on its ecological implications.
description: # Marine litter can shift sea turtle nests toward the shoreline Dataset
 DOI: [10.5061/dryad.dr7sqvbcj](https://doi.org/10.5061/dryad.dr7sqvbcj) ##
 Description of the data and file structure ## Dataset Description This
 dataset contains 40 GeoPackage (GPKG) vector layers representing the
 spatial distribution of **anthropogenic marine macro-litter items**
 detected on nesting beaches of Boa Vista Island, Cabo Verde. Each layer
 corresponds to an individual surveyed beach section or survey unit and
 includes point locations of manually identified macro-litter items derived
 from high-resolution drone imagery. The dataset was produced to quantify
 and analyze patterns of marine litter accumulation on sea turtle nesting
 beaches and to assess its role as an environmental risk factor. ## File
 Structure * **File format:** GeoPackage (.gpkg) * **Number of layers:** 40
 * **Geometry type:** Polyline * **Coordinate Reference System
 (CRS):** 4326 Each GPKG layer corresponds to: * One surveyed beach section
 or survey unit * A single survey date
DOI: 10.15468/dl.5q8n7d
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Cladoraphis spinosa"
 ]
}

 The dataset includes 320 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010511-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymjvyz
title: Occurrence Download

description: A dataset containing 9566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diospyros mespiliformis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 9566 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010512-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4apr9
title: Occurrence Download

description: A dataset containing 104313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Notomastus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 104313 records from 470 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010456-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.