cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18194799
title: Sugarcane Productivity Dataset

description: This dataset consists of processed, plot-level observations developed for sugarcane productivity prediction using multi-source satellite imagery and machine learning approaches. The dataset integrates field-based productivity measurements, remote sensing-derived indicators, and environmental variables, collected from three sugarcane plots situated within a single, homogeneous agroecological zone over four consecutive planting seasons.

Each record represents a plot-level observation aggregated at a specific observation date, capturing the temporal progression of crop development while maintaining spatial consistency. The target variable is sugarcane productivity, measured at the plot level and used as the response variable in predictive modeling. The predictor variables comprise:





Vegetation indices extracted from multispectral imagery acquired by Sentinel-2 and Landsat-9,




Morphological attributes, including planting age and crop development indicators,




Meteorological variables representing local climatic conditions during the growing season,




Derived features engineered to enhance model sensitivity to productivity-related dynamics.



All data sources were temporally synchronized to ensure consistency between satellite acquisitions, field observations, and meteorological records. Preprocessing steps included data cleaning, plot-level aggregation, and temporal alignment to minimize noise, missing values, and temporal mismatch across variables.

The dataset is intended to support reproducible research, methodological benchmarking, and comparative evaluation of machine learning models for sugarcane productivity prediction under controlled agroecological conditions. While spatial variability is intentionally limited, the dataset emphasizes temporal generalization, multi-source data fusion, and predictive robustness, making it particularly suitable for methodological studies rather than large-scale spatial extrapolation
DOI: 10.15156/bio/sh0155043.10fu
title: SH0155043.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0155044.10fu
title: SH0155044.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0155045.10fu
title: SH0155045.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.s2bc4f
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-81.6205965000000049 38.3688440000000028, -81.6205965000000049 38.3699423799999977, -81.6205965000000049 38.3705373399999985, -81.6205965000000049 38.3711780699999991, -81.6205965000000049 38.3723222200000009, -81.6205965000000049 38.3734206000000029, -81.6199118899999974 38.3734206000000029, -81.6189536299999929 38.3734206000000029, -81.6183604200000019 38.3734206000000029, -81.6174021599999975 38.3734206000000029, -81.6167633099999961 38.3734206000000029, -81.6153486000000044 38.3734206000000029, -81.6153486000000044 38.3723222200000009, -81.6153486000000044 38.3713611299999968, -81.6153486000000044 38.3707661700000031, -81.6153486000000044 38.3701712100000023, -81.6153486000000044 38.3693931899999967, -81.6153486000000044 38.3688440000000028, -81.6164895200000018 38.3688440000000028, -81.6172652599999964 38.3688440000000028, -81.6185429399999975 38.3688440000000028, -81.6197293700000017 38.3688440000000028, -81.6205965000000049 38.3688440000000028))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105118-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acpb2u
title: Occurrence Download

description: A dataset containing 17079 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-28.85532 38.63456,-28.87567 38.56173,-28.8409 38.50833,-28.61279 38.49122,-28.57678 38.5322,-28.58113 38.6334,-28.66906 38.67368,-28.7715 38.66498,-28.85532 38.63456))",
 "TaxonKey is one of (Lantana camara L., Hedychium gardnerianum Sheph. ex Ker Gawl., Acacia saligna (Labill.) H.L.Wendl., Acer pseudoplatanus L., Agave americana L., Ageratina adenophora (Spreng.) R.M.King & H.Rob., Ailanthus altissima (Mill.) Swingle, Altemanthera, Amaranthus retroflexus L., Anredera cordifolia (Ten.) Steenis, Aptenia cordifolia (L.fil.) Schwantes, Arundo donax L., Aster squamatus (Spreng.) Hieron., Acacia melanoxylon R.Br., Conyza bonariensis Linnaeus, 1753, Cercospora conyzae-canadensis Bakhshi, Arzanlou, Babai-ahari, Crous & U.Braun, Conyza canadensis (L.) Cronquist, Clethra arborea Aiton, Cyperus rotundus L., Cryptomeria japonica (Thunb. ex L.f.) D.Don, Cynodon dactylon (L.) Pers., Delairea odorata Lem., Drosanthemum floribundum (Haw.) Schwantes, Digitaria sanguinalis (L.) Scop., Echinochloa crus-galli (L.) P.Beauv., Egeria densa Planch., Hedychium flavescens Carey ex Roscoe, Hedychium gardnerianum Roscoe, Helianthus tuberosus L., Hydrangea macrophylla (Thunb.) Ser., Holcus lanatus L., Ipomoea indica (Burm.) Merr., Ceratobasidium lantanae-camarae H.C.Evans, R.W.Barreto & C.A.Ellison, Leycesteria formosa Wall., Mentha L., Nephrolepis cordifolia Linnaeus, 1753, Opuntia stricta (Haw.) Haw., Oxalis pes-caprae Savigny, 1798, Persicaria hydropiper × lapathifolia subsp. lapathifolia, Phytolacca americana L., Pittosporum undulatum Vent., Polygonum capitatum Buch.-Ham. ex D.Don, Paspalum dilatatum Poir., Rubus ulmifolius Schott, Rubus inermis A.Beek, Salpichroa origanifolia (Lam.) Baill., Solanum marginatum L.fil., Solanum mauritianum Scop., Selaginella kraussiana (Kunze) A.Braun, Torilis arvensis (Huds.) Link, Tradescantia fluminensis Vell., Tritonia cooperi subsp. cooperi, Ulex europaeus subsp. europaeus, Ulex minor St Lager, 1889, Xanthium strumarium L.)"
 ]
}

 The dataset includes 17079 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137331-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ku4fp
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Aotidae"
 ]
}

 The dataset includes 129 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140689-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jj2d22
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba cusickii B.L.Rob. ex O.E.Schulz"
 ]
}

 The dataset includes 112 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157165-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6buxhu
title: Occurrence Download

description: A dataset listing the 40 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-28.85532 38.63456,-28.87567 38.56173,-28.8409 38.50833,-28.61279 38.49122,-28.57678 38.5322,-28.58113 38.6334,-28.66906 38.67368,-28.7715 38.66498,-28.85532 38.63456))",
 "TaxonKey is one of (Lantana camara L., Hedychium gardnerianum Sheph. ex Ker Gawl., Acacia saligna (Labill.) H.L.Wendl., Acer pseudoplatanus L., Agave americana L., Ageratina adenophora (Spreng.) R.M.King & H.Rob., Ailanthus altissima (Mill.) Swingle, Altemanthera, Amaranthus retroflexus L., Anredera cordifolia (Ten.) Steenis, Aptenia cordifolia (L.fil.) Schwantes, Arundo donax L., Aster squamatus (Spreng.) Hieron., Acacia melanoxylon R.Br., Conyza bonariensis Linnaeus, 1753, Cercospora conyzae-canadensis Bakhshi, Arzanlou, Babai-ahari, Crous & U.Braun, Conyza canadensis (L.) Cronquist, Clethra arborea Aiton, Cyperus rotundus L., Cryptomeria japonica (Thunb. ex L.f.) D.Don, Cynodon dactylon (L.) Pers., Delairea odorata Lem., Drosanthemum floribundum (Haw.) Schwantes, Digitaria sanguinalis (L.) Scop., Echinochloa crus-galli (L.) P.Beauv., Egeria densa Planch., Hedychium flavescens Carey ex Roscoe, Hedychium gardnerianum Roscoe, Helianthus tuberosus L., Hydrangea macrophylla (Thunb.) Ser., Holcus lanatus L., Ipomoea indica (Burm.) Merr., Ceratobasidium lantanae-camarae H.C.Evans, R.W.Barreto & C.A.Ellison, Leycesteria formosa Wall., Mentha L., Nephrolepis cordifolia Linnaeus, 1753, Opuntia stricta (Haw.) Haw., Oxalis pes-caprae Savigny, 1798, Persicaria hydropiper × lapathifolia subsp. lapathifolia, Phytolacca americana L., Pittosporum undulatum Vent., Polygonum capitatum Buch.-Ham. ex D.Don, Paspalum dilatatum Poir., Rubus ulmifolius Schott, Rubus inermis A.Beek, Salpichroa origanifolia (Lam.) Baill., Solanum marginatum L.fil., Solanum mauritianum Scop., Selaginella kraussiana (Kunze) A.Braun, Torilis arvensis (Huds.) Link, Tradescantia fluminensis Vell., Tritonia cooperi subsp. cooperi, Ulex europaeus subsp. europaeus, Ulex minor St Lager, 1889, Xanthium strumarium L.)"
 ]
}

 The dataset's 40 records were derived from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137329-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9bzxa
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba cuspidata M.Bieb."
 ]
}

 The dataset includes 147 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157164-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmvq3f
title: Occurrence Download

description: A dataset containing 2035 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus saxatilis F.Cuvier, 1823"
 ]
}

 The dataset includes 2035 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140693-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.234q2n
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arracacia compacta Rose"
 ]
}

 The dataset includes 24 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052391-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfy62s
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Eriosema crinitum (Kunth) G.Don"
 ]
}

 The dataset includes 14 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105115-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9vnmf
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Peniocereus cuixmalensis Sánchez-Mej."
 ]
}

 The dataset includes 38 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157170-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agxkn5
title: Occurrence Download

description: A dataset containing 1269 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Quercus suber L."
 ]
}

 The dataset includes 1269 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137355-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sq6wkq
title: Occurrence Download

description: A dataset containing 3490 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardiomya costellata (Deshayes, 1835)"
 ]
}

 The dataset includes 3490 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105116-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6sgzx8
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acrosterigma profundum J.Vidal, 1999"
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104095-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csv4gy
title: Occurrence Download

description: A dataset containing 296 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solenopsis richteri Forel, 1909"
 ]
}

 The dataset includes 296 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278433-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eysata
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-90.1452900999999969 29.9095386999999988, -90.1452900999999969 29.9103438399999995, -90.1452900999999969 29.9108523400000017, -90.1452900999999969 29.9116998599999988, -90.1452900999999969 29.9127592500000006, -90.1452900999999969 29.9133101299999993, -90.1452900999999969 29.9142423899999983, -90.1452900999999969 29.9147509000000014, -90.1444817400000034 29.9147509000000014, -90.1432479399999949 29.9147509000000014, -90.1419715899999971 29.9147509000000014, -90.1410355999999950 29.9147509000000014, -90.1410355999999950 29.9142000199999991, -90.1410355999999950 29.9135220100000012, -90.1410355999999950 29.9125473699999986, -90.1410355999999950 29.9116150999999988, -90.1410355999999950 29.9108523400000017, -90.1410355999999950 29.9103862099999986, -90.1410355999999950 29.9095386999999988, -90.1417163200000005 29.9095386999999988, -90.1427799399999969 29.9095386999999988, -90.1438861099999968 29.9095386999999988, -90.1445668300000023 29.9095386999999988, -90.1452900999999969 29.9095386999999988))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091544-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrhckt
title: Occurrence Download

description: A dataset containing 368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Chromolaena odorata (L.) R.M.King & H.Rob."
 ]
}

 The dataset includes 368 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104105-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzqmkh
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-82.4071095000000042 38.3994641999999970, -82.4071095000000042 38.4008224299999981, -82.4071095000000042 38.4017279099999982, -82.4071095000000042 38.4028597699999992, -82.4071095000000042 38.4045198199999973, -82.4071095000000042 38.4057271300000025, -82.4071095000000042 38.4070098999999985, -82.4052939400000071 38.4070098999999985, -82.4037051399999996 38.4070098999999985, -82.4025702899999999 38.4070098999999985, -82.4012841199999997 38.4070098999999985, -82.3997709899999933 38.4070098999999985, -82.3981065400000006 38.4070098999999985, -82.3965936000000028 38.4070098999999985, -82.3965936000000028 38.4057271300000025, -82.3965936000000028 38.4038407099999972, -82.3965936000000028 38.4019542799999982, -82.3965936000000028 38.4011997100000002, -82.3965936000000028 38.3994641999999970, -82.3982578499999931 38.3994641999999970, -82.4003762399999999 38.3994641999999970, -82.4019650399999932 38.3994641999999970, -82.4040077700000069 38.3994641999999970, -82.4052182799999997 38.3994641999999970, -82.4071095000000042 38.3994641999999970))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105121-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwf3ey
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acrosterigma selene J.Vidal, 1999"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104097-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swrhcj
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba californica (Jeps.) Rollins & R.A.Price"
 ]
}

 The dataset includes 54 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157209-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3gvha
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-83.2010018999999943 42.3365237000000008, -83.2010018999999943 42.3371032000000014, -83.2010018999999943 42.3378638000000009, -83.2010018999999943 42.3384070899999969, -83.2010018999999943 42.3390590300000014, -83.2010018999999943 42.3397834100000026, -83.2010018999999943 42.3401455999999996, -83.2000241199999948 42.3401455999999996, -83.1994446900000071 42.3401455999999996, -83.1989739100000065 42.3401455999999996, -83.1980685599999958 42.3401455999999996, -83.1971632099999994 42.3401455999999996, -83.1961129999999969 42.3401455999999996, -83.1961129999999969 42.3395298800000006, -83.1961129999999969 42.3388417199999978, -83.1961129999999969 42.3379724600000031, -83.1961129999999969 42.3371394199999997, -83.1961129999999969 42.3365237000000008, -83.1964751400000040 42.3365237000000008, -83.1972356400000024 42.3365237000000008, -83.1977788500000059 42.3365237000000008, -83.1985393399999964 42.3365237000000008, -83.1991911899999934 42.3365237000000008, -83.1999878999999964 42.3365237000000008, -83.2010018999999943 42.3365237000000008))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091548-220831081235567/datasets/export for details.