cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18127837
title: Linked collectors and determiners for: Species circumscription within the Rediviva neliana group (Hymenoptera: Melittidae), with the description of the new species Rediviva volgeli sp. nov. Melin & Colville.

description: Natural history specimen data linked to collectors and determiners held within, "Species circumscription within the Rediviva neliana group (Hymenoptera: Melittidae), with the description of the new species Rediviva volgeli sp. nov. Melin & Colville". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/d15e80e9-fe13-4cc8-abc5-7e4bba831df6 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/d15e80e9-fe13-4cc8-abc5-7e4bba831df6. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18697673
title: Linked collectors and determiners for: Species circumscription within the Rediviva neliana group (Hymenoptera: Melittidae), with the description of the new species Rediviva volgeli sp. nov. Melin & Colville.

description: Natural history specimen data linked to collectors and determiners held within, "Species circumscription within the Rediviva neliana group (Hymenoptera: Melittidae), with the description of the new species Rediviva volgeli sp. nov. Melin & Colville". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/d15e80e9-fe13-4cc8-abc5-7e4bba831df6 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/d15e80e9-fe13-4cc8-abc5-7e4bba831df6. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18697672
title: Linked collectors and determiners for: Florient - a database dealing with historic wild plant occurrences.

description: Natural history specimen data linked to collectors and determiners held within, "Florient - a database dealing with historic wild plant occurrences". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/c9e31c10-6986-4795-8244-30ad2486d0bb using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/c9e31c10-6986-4795-8244-30ad2486d0bb. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18127835
title: Linked collectors and determiners for: Florient - a database dealing with historic wild plant occurrences.

description: Natural history specimen data linked to collectors and determiners held within, "Florient - a database dealing with historic wild plant occurrences". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/c9e31c10-6986-4795-8244-30ad2486d0bb using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/c9e31c10-6986-4795-8244-30ad2486d0bb. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-5097
title: Eland trotting

description: Eland trotting. This is plate 696, captioned "Eland trotting" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18552505
title: CIRCE Experimental Results on Bosnian and English Accent Perception

description: This dataset contains the results of perceptual experiments (verbal-guise) conducted within the CIRCE project to investigate accent perception and accent-based discrimination in Bosnia and Herzegovina. The dataset includes anonymized experimental data collected from participants exposed to the CIRCE experimental speech stimuli.

The data document participants’ evaluations and responses to different L1 and L2 accents of Bosnian and English and are organized according to the specific experimental settings used. No personally identifiable information is included.

The dataset is intended to support transparency, replicability, and secondary analysis in educational and social research contexts and is part of the CIRCE Zenodo community.
description: The dataset was developed under the scientific coordination of Amna Brdarević-Čeljo, who also fulfilled the roles of project manager and contact person. Data curation was performed by Claudia Soria. Overall project leadership was assumed by Silvia Calamai.
DOI: 10.25549/rbm-c58-5118
title: Antelope galloping

description: Antelope galloping. This is plate 698, captioned "Antelope galloping" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18552504
title: CIRCE Experimental Results on Bosnian and English Accent Perception

description: This dataset contains the results of perceptual experiments (verbal-guise) conducted within the CIRCE project to investigate accent perception and accent-based discrimination in Bosnia and Herzegovina. The dataset includes anonymized experimental data collected from participants exposed to the CIRCE experimental speech stimuli.

The data document participants’ evaluations and responses to different L1 and L2 accents of Bosnian and English and are organized according to the specific experimental settings used. No personally identifiable information is included.

The dataset is intended to support transparency, replicability, and secondary analysis in educational and social research contexts and is part of the CIRCE Zenodo community.
description: The dataset was developed under the scientific coordination of Amna Brdarević-Čeljo, who also fulfilled the roles of project manager and contact person. Data curation was performed by Claudia Soria. Overall project leadership was assumed by Silvia Calamai.
DOI: 10.25549/rbm-c58-2284
title: Horse Middleton cantering, saddled with rider

description: Horse Middleton cantering, saddled with rider. This is plate618, captioned "'Middleton' cantering, saddled" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-2293
title: Horse Middleton cantering, saddled with rider

description: Horse Middleton cantering, saddled with rider. This is plate618, captioned "'Middleton' cantering, saddled" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18127842
title: Linked collectors and determiners for: MCTP-Aranhas - Coleção de Arachnida e Myriapoda.

description: Natural history specimen data linked to collectors and determiners held within, "MCTP-Aranhas - Coleção de Arachnida e Myriapoda". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/e7c83476-5e6b-4222-9063-2fccd97c99f1 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/e7c83476-5e6b-4222-9063-2fccd97c99f1. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18697676
title: Linked collectors and determiners for: MCTP-Aranhas - Coleção de Arachnida e Myriapoda.

description: Natural history specimen data linked to collectors and determiners held within, "MCTP-Aranhas - Coleção de Arachnida e Myriapoda". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/e7c83476-5e6b-4222-9063-2fccd97c99f1 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/e7c83476-5e6b-4222-9063-2fccd97c99f1. Formatted as a Frictionless Data package.
DOI: 10.15468/dl.nczr7b
title: Occurrence Download

description: A dataset containing 36128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ephemera danica"
 ]
}

 The dataset includes 36128 records from 313 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029362-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15504129
title: Yield Prediction of Chili and Shallots in Indonesia (v0.1 - Sample Release)

description: This dataset provides a sample subset of multisource, time-series environmental data used for forecasting the yield of chili (Capsicum spp.) and shallots (Allium cepa var. aggregatum) in Malang Regency, East Java, Indonesia (2016–2023).

It integrates remote sensing indices, reanalysis data, and local meteorological observations for agricultural yield modeling. The included data sources and variables are:

Sentinel-2 Vegetation and Soil Indices



NDVI (Normalized Difference Vegetation Index)

EVI (Enhanced Vegetation Index)

BSI (Bare Soil Index)

Brightness Index (BI) 

Soil Salinity and Sodicity Index (SSSI) 


MODIS Products



GPP (Gross Primary Production)

PsnNet (Net Photosynthesis)

FPAR (Fraction of Photosynthetically Active Radiation)

LAI (Leaf Area Index)


BMKG (Indonesian Meteorological Agency) Stations



Tn (Minimum Temperature)

Tx (Maximum Temperature)

RH_avg (Average Relative Humidity)

RR (Rainfall)

ss (Sunshine Duration)

ff_x (Max Wind Speed)

ddd_x (Max Wind Direction)

ff_avg (Average Wind Speed)


CHIRPS Precipitation



Mean Monthly Precipitation (mm) (Used to fill missing BMKG (RR) values coded as '8888')


 ERA5 Reanalysis Data



Wind Speed (10m height, m/s), replace  (ff_avg)


Crop Statistics



Land Area in hectares (ha)

Production in quintals (kw)

Yield in quintals/hectare) (kw/ha)


Notes:



This release (v0.1) is a sample version for demonstration and early exploration.

Yield target labels and complete temporally aligned datasets are not included in this version and will be made available upon publication.


Related Work:

This dataset supports the research article:"A Hybrid CNN-MLP Model for Yield Prediction of Chili and Shallots Using Multisource Time-Series Data" (Under Review)

Contact:

aldian.nurcahyo@binus.ac.id

Citation:

Nurcahyo, A. (2025). Yield Prediction Dataset (v0.1) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15504130
DOI: 10.5281/zenodo.15504130
title: Yield Prediction of Chili and Shallots in Indonesia (v0.1 - Sample Release)

description: This dataset provides a sample subset of multisource, time-series environmental data used for forecasting the yield of chili (Capsicum spp.) and shallots (Allium cepa var. aggregatum) in Malang Regency, East Java, Indonesia (2016–2023).

It integrates remote sensing indices, reanalysis data, and local meteorological observations for agricultural yield modeling. The included data sources and variables are:

Sentinel-2 Vegetation and Soil Indices



NDVI (Normalized Difference Vegetation Index)

EVI (Enhanced Vegetation Index)

BSI (Bare Soil Index)

Brightness Index (BI) 

Soil Salinity and Sodicity Index (SSSI) 


MODIS Products



GPP (Gross Primary Production)

PsnNet (Net Photosynthesis)

FPAR (Fraction of Photosynthetically Active Radiation)

LAI (Leaf Area Index)


BMKG (Indonesian Meteorological Agency) Stations



Tn (Minimum Temperature)

Tx (Maximum Temperature)

RH_avg (Average Relative Humidity)

RR (Rainfall)

ss (Sunshine Duration)

ff_x (Max Wind Speed)

ddd_x (Max Wind Direction)

ff_avg (Average Wind Speed)


CHIRPS Precipitation



Mean Monthly Precipitation (mm) (Used to fill missing BMKG (RR) values coded as '8888')


 ERA5 Reanalysis Data



Wind Speed (10m height, m/s), replace  (ff_avg)


Crop Statistics



Land Area in hectares (ha)

Production in quintals (kw)

Yield in quintals/hectare) (kw/ha)


Notes:



This release (v0.1) is a sample version for demonstration and early exploration.

Yield target labels and complete temporally aligned datasets are not included in this version and will be made available upon publication.


Related Work:

This dataset supports the research article:"A Hybrid CNN-MLP Model for Yield Prediction of Chili and Shallots Using Multisource Time-Series Data" (Under Review)

Contact:

aldian.nurcahyo@binus.ac.id

Citation:

Nurcahyo, A. (2025). Yield Prediction Dataset (v0.1) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15504130
DOI: 10.34740/kaggle/dsv/11953057
title: Egypt Gold Prices | Daily Updated
DOI: 10.15468/dl.yjj7vn
title: Occurrence Download

description: A dataset containing 4262 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Penaeus monodon Fabricius, 1798"
 ]
}

 The dataset includes 4262 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001074-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2xn9s
title: Occurrence Download

description: A dataset containing 144176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lasioglossum bicallosum (Morawitz, 1874), Andrena cinereophila Warncke, 1965, Nomada glaberrima Schmiedeknecht, 1882, Cerceris specularis A.Costa, 1867, Chrysura graja (Mocsary, 1889), Eryphanis aesacus (Herrich-Schäffer, 1850), Euphonia gouldi P.L.Sclater, 1857, Osmia nana Morawitz, 1874, Psilopa iceryae Cresson, 1946, Crematogaster rogenhoferi Mayr, 1879, Andrena walleyi Cockerell, 1932, Cardamine angustata O.E.Schulz, Phlox divaricata L., Ectemnius radiatus (Pérez, 1905), Trachysida aspera (LeConte, 1873), Eusphalerum convexum (Fauvel, 1878), Andrena wheeleri Graenicher, 1904, Zorion minutum (Fabricius, 1775), Aralia hispida Vent., Lasioglossum brevizona (Benoist, 1962), Argynnis aphrodite manitoba, Agathis malvacearum Latreille, 1805, Deferunda rubrostigmata (Matsumura, 1914), Stenodynerus kusigematii Sk.Yamane & Gusenleitner, 1982, Cryptogonus orbiculus (Gyllenhal, 1808), Cryptocephalus perelegans Baly, 1873, Okinawepipona kogimai nagasei Sk.Yamane, 1987, Nodina chalcosoma Baly, 1874, Melipona costaricensis Cockerell, 1920, Xylocopa viridis Smith, 1854, Osmia pici Friese, 1899, Colletes nigrifrons Titus, 1900, Oeneis semidea (Say, 1828), Diomocoris ostiolum Eyles, 1999, Zealandoberis violacea (Hutton, 1901), Chalepistes pensus (Broun, 1914), Dicranomyia decincta Edwards, 1923, Dusona stramineipes Cameron, 1900, Helophilus montanus (Miller, 1921), Molophilus morosus Alexander, 1923, Dicranomyia huttoni Edwards, 1923, Hylaeus capitosus (Smith, 1876), Rhabdoscelus similis Morimoto & Kojima, 2003, Peritaxia hispida Horn, 1876, Andrena argemonis Cockerell, 1896, Carpophilus pallipennis (Say, 1823), Paragapostemon coelestinus (Westwood, 1875), Tramea onusta Hagen, 1861, Tabanus punctifer Osten Sacken, 1876, Dionconotus confluens creticus Heiss, 1984)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 144176 records from 377 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001072-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ms7s6n
title: Occurrence Download

description: A dataset containing 28190 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphyrna lewini (Griffith & Smith, 1834)"
 ]
}

 The dataset includes 28190 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001075-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ptm2s
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum incurvum Thouars"
 ]
}

 The dataset includes 164 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001077-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asggzu
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Protomedeia stephenseni Shoemaker, 1955"
 ]
}

 The dataset's 1 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001079-250525065834625/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.29146274
title: 数据 .dta

description: <b>农村</b><b>作为</b><b>ctive aging as development strategy: Quantifying exercise's multidimensional poverty reduction effects</b>
DOI: 10.25919/kksz-6y91
title: A Standard Metadata Template for Representing Mineral Spectral Reference Samples

description: This dataset contains a standard template for representing the metadata of mineral spectral reference specimens in the CSIRO Mineral Resources Discovery program. The template includes core properties of samples such as their name, identifier, type, and location, as well as associated metadata such as project, hazard declaration and physical storage. 
The template will be used to catalogue reference samples used for mineral spectral analysis (NVCL). It has been developed iteratively, revised, and improved based on feedback from researchers and lab technicians. This standardized template can prevent duplicate sample metadata entry and lower metadata redundancy, thereby improving the program's physical sample curation and discovery.
DOI: 10.15468/dl.ud7kfe
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "GadmGid is MEX.26_1",
 "TaxonKey is Pogonomyrmex maricopa Wheeler, 1914"
 ]
}

 The dataset includes 130 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001080-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45h327
title: Occurrence Download

description: A dataset containing 28190 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphyrna lewini (Griffith & Smith, 1834)"
 ]
}

 The dataset includes 28190 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001076-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2n24db
title: Occurrence Download

description: A dataset containing 258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (ff418020-1d67-11d9-8435-b8a03c50a862, b554c320-0560-11d8-b851-b8a03c50a862, 4cadac10-3e7b-11d9-8439-b8a03c50a862, 3c6ad080-bdbe-11da-ac59-b8a03c50a862, 52c8f620-1816-11da-9544-b8a03c50a862, 493fe050-055d-11d8-b84f-b8a03c50a862, 8edbbde0-055e-11d8-b850-b8a03c50a862, ff90b050-c256-11db-b71b-b8a03c50a862, c1da06f0-580e-11dc-8a9e-b8a03c50a862)",
 "TaxonKey is Ambystoma altamirani Dugès, 1895",
 "Year 1960-2025"
 ]
}

 The dataset includes 258 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001081-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eeatxh
title: Occurrence Download

description: A dataset containing 380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is WELT Herbarium at Museum of New Zealand Te Papa Tongarewa",
 "GadmGid is NZL.18_1",
 "TaxonKey is Lophocoleaceae"
 ]
}

 The dataset includes 380 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001083-250525065834625/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.29146913.v1
title: <b>农村</b><b>作为</b><b>ctive aging as development strategy: Quantifying exercise's multidimensional poverty reduction effects</b>

description: <b>农村</b><b>作为</b><b>ctive aging as development strategy: Quantifying exercise's multidimensional poverty reduction effects</b>
DOI: 10.15468/dl.sytkyy
title: Occurrence Download

description: A dataset containing 409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Centropogon costaricae (Vatke) McVaugh"
 ]
}

 The dataset includes 409 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001085-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pva3tp
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cystophora platylobium (Mert.) J.Agardh"
 ]
}

 The dataset includes 85 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001087-250525065834625/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.29146913
title: <b>农村</b><b>作为</b><b>作为发展战略的老龄化：量化运动的多维减贫效果</b>数据

description: <b>农村</b><b>作为</b><b>ctive aging as development strategy: Quantifying exercise's multidimensional poverty reduction effects</b>
DOI: 10.6084/m9.figshare.29146913.v2
title: <b>农村</b><b>作为</b><b>ctive aging as development strategy: Quantifying exercise's multidimensional poverty reduction effects</b>Data

description: <b>农村</b><b>作为</b><b>ctive aging as development strategy: Quantifying exercise's multidimensional poverty reduction effects</b>
DOI: 10.15468/dl.xd8r37
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lomatogoniopsis alpina T.N.Ho & S.W.Liu"
 ]
}

 The dataset includes 24 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001086-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kuvmge
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mammals of Korea: a review of their taxonomy, distribution and conservation status"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001089-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnbz6k
title: Occurrence Download

description: A dataset containing 678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cystophora retroflexa (Labill.) J.Agardh"
 ]
}

 The dataset includes 678 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001088-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.