cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/hvwth9dsfd.1
title: CocoaSwolSet

description: CcehhhhCeThis dataset is part of the Deep Farm project (https://deepfarm.eu/), funded by the European Union's ERASMUS program, which aims to bridge the skills gap and build the capacity of students and teachers in digital agriculture through the use of Artificial Intelligence (AI), Big Data, and the Internet of Things (IoT). One of the pilot projects is Deep Cacao, led in Côte d'Ivoire by ESATIC and INPHB.
This project involves implementing an AI model based on neural networks to detect and prevent Swollen Shoot disease, one of the greatest threats to cocoa cultivation in Côte d'Ivoire, as early as possible. To this end, our team has been working on setting up the CocoaSwolSet dataset. 
CocoaSwolSet is a dataset of images of cocoa leaves, pods, and stems. This dataset is intended to feed AI models for the early detection of one of the most devastating diseases affecting cocoa, namely Swollen Shoot Disease. It therefore consists of images of healthy cocoa plants (approximately 1,000 images) and images of diseased cocoa plants (approximately 700). The CocoaSwolSet folder contains three subfolders: "Leaves," "Stems," and "Pods." With the exception of the Leaves subfolder, the other two folders contain "Healthy" and "Diseased" folders. For the Leaves subfolder, we have the Young and Adult folders, which contain the Healthy and Diseased folders. It should be noted that this dataset will be constantly updated as we continue to collect images of different plants. However, at this stage, we can train initial AI models for the detection of swollen shoot disease. This dataset is one of the first datasets on swollen shoot disease and is a valuable resource for training AI models in the classification or detection of the disease.
DOI: 10.17632/8w8jscgfsc
title: Replication package for: Rule-of-Law Digital Government and Corporate Social Responsibility Governance in Digital Firms: Evidence from China

description: This dataset contains the data and Stata code required to reproduce the results reported in the paper “Rule-of-Law Digital Government and Corporate Social Responsibility Governance in Digital Firms: Evidence from China”. The package includes (i) raw data, (ii) the analysis/estimation dataset used in all regressions, and (iii) a Stata do-file that reproduces the tables and figures. See README for detailed instructions.
DOI: 10.17632/8w8jscgfsc.1
title: Replication package for: Rule-of-Law Digital Government and Corporate Social Responsibility Governance in Digital Firms: Evidence from China

description: This dataset contains the data and Stata code required to reproduce the results reported in the paper “Rule-of-Law Digital Government and Corporate Social Responsibility Governance in Digital Firms: Evidence from China”. The package includes (i) raw data, (ii) the analysis/estimation dataset used in all regressions, and (iii) a Stata do-file that reproduces the tables and figures. See README for detailed instructions.
DOI: 10.17632/mnmwhttfvs
title: Secondary data publicly available disclouse

description: Secondary data available publicly by the Ministry of Health of Brazil with their permission to be used by generic public.
DOI: 10.15468/dl.s2x9cs
title: Occurrence Download

description: A dataset containing 2000 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xiphorhynchus spixii",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 2000 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065121-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mnmwhttfvs.1
title: Secondary data publicly available disclouse

description: Secondary data available publicly by the Ministry of Health of Brazil with their permission to be used by generic public.
DOI: 10.17632/gcbtwz6nxp
title: On the Causal Relationships Between Financial and Real Macroeconomic Variables: A Factor-Augmented VAR Approach

description: this data is for the paper "Kalman Filter Analysis of Time-Varying Parameters and Factor Augmented VAR Model for the Chinese Financial Variables and USA Monetary Policy"， all of
 data has been log-linearized.
DOI: 10.17632/gcbtwz6nxp.3
title: On the Causal Relationships Between Financial and Real Macroeconomic Variables: A Factor-Augmented VAR Approach

description: this data is for the paper "Kalman Filter Analysis of Time-Varying Parameters and Factor Augmented VAR Model for the Chinese Financial Variables and USA Monetary Policy"， all of
 data has been log-linearized.
DOI: 10.15468/4utau5
title: A new species of shrimp, genus Ambidexter Manning & Chace, 1971 (Decapoda Processidae), from southeastern Caribbean Sea, Venezuela, with key to genus

description: This dataset contains the digitized treatments in Plazi based on the original journal article Rodríguez, Pedro, Lira, Carlos (2022): A new species of shrimp, genus Ambidexter Manning & Chace, 1971 (Decapoda Processidae), from southeastern Caribbean Sea, Venezuela, with key to genus. Zootaxa 5219 (3): 287-294, DOI: 10.11646/zootaxa.5219.3.6AbstractA new species of processid shrimp, Ambidexter cochensis sp. nov. is described from Venezuela, on the basis of several specimens collected in seagrass beds at a depth less than 1 m. This new species is closely related to A. swifti Abele, 1972 from eastern Pacific, which mainly differs by the number of carpal articles of the second pereiopod, the setation pattern on the telson and the structure of the appendix masculina of the male second pleopod. A key to genus is presented.
DOI: 10.15468/3qfftv
title: A new amber representative of the genus Ectobius Stephens, 1835 (Blattodea: Ectobiidae) from Storebaelt (Denmark)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Anisyutkin, Leonid N., Vasilenko, Dmitry V., Perkovsky, Evgeny E. (2024): A new amber representative of the genus Ectobius Stephens, 1835 (Blattodea: Ectobiidae) from Storebaelt (Denmark). Zootaxa 5397 (3): 342-350, DOI: 10.11646/zootaxa.5397.3.2, URL: http://dx.doi.org/10.11646/zootaxa.5397.3.2AbstractA new fossil cockroach, Ectobius danekrae sp. nov., is described on the basis of a single male adult individual from late Eocene Danish amber. This is the third representative of the genus Ectobius Stephens, 1835 from Eocene ambers. The new species exhibits plesiomorphic characters of small right stylus and subsymmetrical claws, compared to the known fossil and living species of the genus. The references to Ectobius balticus (Germar et Berendt, 1856) and Margattea Shelford, 1911 sp. presence in Danish amber are insufficient.
DOI: 10.15468/bp82cb
title: Syncola crypsimorpha (Meyrick, 1922) (Gelechioidea: Blastobasidae): A new pest species associated with cultured lac in India

description: This dataset contains the digitized treatments in Plazi based on the original journal article Jadhav, Mahesh M., Adamski, David, Shashank, P. R., Rajgopal, N. N., Meshram, Naresh M., Mohanasundaram, A., Singh, J. P. (2022): Syncola crypsimorpha (Meyrick, 1922) (Gelechioidea: Blastobasidae): A new pest species associated with cultured lac in India. Zootaxa 5155 (4): 539-548, DOI: 10.11646/zootaxa.5155.4.4AbstractA host association for Syncola crypsimorpha (Meyrick, 1922) is discovered after 100 years, since its original description. In India, two blastobasid species, Syncola crypsimorpha (Meyrick, 1922) and S. pulverea (Meyrick, 1907) (Lepidoptera: Gelechioidea), are predators of cultured lac, Kerria lacca (Kerr, 1782) (Hemiptera: Kerridae). Descriptions, diagnoses, and images and illustrations of the adult stage, including the male and female genitalia, for these two species are provided to facilitate identifications. A lectotype for Syncola crypsimorpha is designated herein.
DOI: 10.15468/dl.cczcwg
title: Occurrence Download

description: A dataset containing 106407 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is DFO Quebec Region Ecosystemic bottom trawl surveys 2004-2022"
 ]
}

 The dataset includes 106407 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065119-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc5w3vz
title: CCDC 175021: Experimental Crystal Structure Determination

description: Related Article: Xianglin Jin, Xiangjin Xie, Hua Qian, Kaluo Tang, Chunling Liu, Xin Wang, Qihuang Gong|2002|Chem.Commun.||600|doi:10.1039/b110900f
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.30651674
title: Mixa et al. 2026 Data Repository

description: CGCAM simulation data, AMTM observational data, and SAAMER observational data from the article, "Observations and Modeling of Gravity Wave-Kelvin Helmholtz Instability (GW-KHI) Interactions in the Mesosphere and Lower Thermosphere: KHI Localization and Modulation by the GW Field", submitted to JGR: Atmospheres.
DOI: 10.6084/m9.figshare.30651674.v1
title: Mixa et al. 2026 Data Repository

description: CGCAM simulation data, AMTM observational data, and SAAMER observational data from the article, "Observations and Modeling of Gravity Wave-Kelvin Helmholtz Instability (GW-KHI) Interactions in the Mesosphere and Lower Thermosphere: KHI Localization and Modulation by the GW Field", submitted to JGR: Atmospheres.
DOI: 10.15468/dl.xacbgm
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zimmerius chicomendesi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 183 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065122-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/kdxrd4
title: Redescription of Oenides Mabille, 1904 (Hesperiinae: Pericharini: Pericharina)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Suênia-Bastos, Ayane, Mielke, Olaf Hermann Hendrik, Casagrande, Mirna Martins (2025): Redescription of Oenides Mabille, 1904 (Hesperiinae: Pericharini: Pericharina). Zootaxa 5575 (4): 595-600, DOI: 10.11646/zootaxa.5575.4.10, URL: https://doi.org/10.11646/zootaxa.5575.4.10
DOI: 10.15468/6qg94t
title: The ultrastructure, development, and systematic position of the graptolite genus Mastigograptus

description: This dataset contains the digitized treatments in Plazi based on the original journal article Bates, Denis E. B., Urbanek, Adam (2002): The ultrastructure, development, and systematic position of the graptolite genus Mastigograptus. Acta Palaeontologica Polonica 47 (3): 445-458, DOI: 10.5281/zenodo.13173625
DOI: 10.15468/tubrat
title: Description Of Parahyliota Barsevskisi Sp. Nov. From The Philippines (Coleoptera: Silvanidae: Brontinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Háva, Jiří (2018): Description Of Parahyliota Barsevskisi Sp. Nov. From The Philippines (Coleoptera: Silvanidae: Brontinae). Acta Biologica Universitatis Daugavpiliensis 18 (1): 105-109, DOI: 10.5281/zenodo.10979847
DOI: 10.15468/fmu8qy
title: Redescription of Nanomysis siamensis W. M. Tattersall, 1921 (Crustacea: Mysida) after 100 years, with an update of its distribution in the Songkhla Lagoon System southern Thailand

description: This dataset contains the digitized treatments in Plazi based on the original journal article Yolanda, Rofiza, Sawamoto, Shozo, Lheknim, Vachira (2022): Redescription of Nanomysis siamensis W. M. Tattersall, 1921 (Crustacea: Mysida) after 100 years, with an update of its distribution in the Songkhla Lagoon System southern Thailand. Zootaxa 5125 (1): 75-91, DOI: 10.11646/zootaxa.5125.1.5AbstractNanomysis siamensis W.M. Tattersall, 1921 is a shallow water mysid which was first described from the Thale Luang and the Thale Sap waters, Songkhla Lagoon System in southern Thailand. Recently, this species was captured further south, in the Thale Sap Songkhla waters. In this study, we provide updated records on spatial distribution of the species in the Songkhla Lagoon System. A total of 272 individuals of this species were observed, and illustrations of the body including all appendages are presented. Among them, the mandible, maxillule and maxilla are described for the first time. Morphological characteristics of N. siamensis are compared with other two known species of the genus Nanomysis.
DOI: 10.15468/5ursnp
title: Swertia jayantii (Gentianaceae): a new species from North-East India

description: This dataset contains the digitized treatments in Plazi based on the original journal article Srivastava, Amber, Khuraijam, Jibankumar Singh (2024): Swertia jayantii (Gentianaceae): a new species from North-East India. Phytotaxa 640 (1): 57-64, DOI: 10.11646/phytotaxa.640.1.6, URL: http://dx.doi.org/10.11646/phytotaxa.640.1.6AbstractSwertia jayantii (Gentianaceae), a new species from Jaintia hills, Meghalaya, India is described here with photographic illustration. The new species is described under Swertia subgenus Ophelia sect. Ophelia due to the presence of single, naked nectary on each corolla lobe. It closely resembles S. cordata in having corolla lobes with blue-purple veins and quadrangular, narrowly winged stem. However, it can be distinguished by its deltoid-shaped nectary, calyx lobes shorter than corolla lobes, and obtuse leaf base. A taxonomic description showing detailed morphological characters with a key to the closely related species is provided here to facilitate its proper identification.
DOI: 10.17632/zxg59k3y7g
title: Supplemental video 1: Protecting dermatoscope glass plate with a wristwatch screen protector

description: Demonstration of the application of a pre-sized wristwatch screen protector onto the dermatoscope glass plate.
DOI: 10.17632/zxg59k3y7g.1
title: Supplemental video 1: Protecting dermatoscope glass plate with a wristwatch screen protector

description: Demonstration of the application of a pre-sized wristwatch screen protector onto the dermatoscope glass plate.
DOI: 10.17632/ndwz5mt448
title: Data and Supplementary Information: Nelson et al., 2025, American Journal of Science

description: Data and Supplementary Information for "A basin in transition: ecological, environmental, and tectonic shifts across the Ediacaran–Cambrian boundary in the Nama Group, Kalahari Craton."

Lyle L. Nelson1,2*, Emily F. Smith3, Simon. A. F. Darroch4, Iona Baillie3, Jahandar Ramezani1, John E. Almond5, Roger Swart6, Dana E. Polomski1, Katherine A. Turk7

1Department of Earth, Atmospheric and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
2Department of Earth Science, Carleton University, Ottawa, Ontario K1S 5B6, Canada
3Department of Earth and Planetary Sciences, Johns Hopkins University, Baltimore, MD 21218, USA
4Senckenberg Museum of Natural History, Frankfurt 60325, Germany
5Natura Viva cc, PO Box 12410 Mill Street, Cape Town 8010, Republic of South Africa
6BlackGold Geosciences cc, P.O. Box 24287, Windhoek, Namibia
7Department of Paleobiology, National Museum of Natural History, Smithsonian Institution, Washington, DC 20013, USA

*Corresponding author: llnelson@mit.edu

Table SI1. U-Pb isotopic data for zircon analyses from upper Swartkloofberg Formation ash bed E2107, Neint Nababeep Plateau, South Africa.

Table SI2. Carbon and oxygen isotope data of limestones from the upper Swartkloofberg Formation, Neint Nababeep Plateau, South Africa.

Figure SI1. Photographs of ash beds and dated zircons. A) Outcrop photograph of silicified ash bed in limestone of the Spitskop Member, upper Schwarzrand Subgroup, Neint Nababeep Plateau; example of the distinctive lithology of ash beds in this succession; 33 cm hammer for scale. B) Outcrop photograph of silicified ash bed (sample E2107) within stromatolite reef complex of upper Swartkloofberg Formation, Neint Nababeep Plateau; 33 cm hammer for scale. C-D) Photomicrographs of sharp euhedral zircon grains separated from sample E2107. The age of this volcanic ash bed was calculated at 537.64 ± 0.25 Ma based on the weighted mean of a statistically coherent cluster of 206Pb/238U dates from four of these zircon grains, after excluding a single older analysis interpreted to represent a detrital or xenocrystic zircon (fig. 12).
DOI: 10.17632/ndwz5mt448.1
title: Data and Supplementary Information: Nelson et al., 2025, American Journal of Science

description: Data and Supplementary Information for "A basin in transition: ecological, environmental, and tectonic shifts across the Ediacaran–Cambrian boundary in the Nama Group, Kalahari Craton."

Lyle L. Nelson1,2*, Emily F. Smith3, Simon. A. F. Darroch4, Iona Baillie3, Jahandar Ramezani1, John E. Almond5, Roger Swart6, Dana E. Polomski1, Katherine A. Turk7

1Department of Earth, Atmospheric and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
2Department of Earth Science, Carleton University, Ottawa, Ontario K1S 5B6, Canada
3Department of Earth and Planetary Sciences, Johns Hopkins University, Baltimore, MD 21218, USA
4Senckenberg Museum of Natural History, Frankfurt 60325, Germany
5Natura Viva cc, PO Box 12410 Mill Street, Cape Town 8010, Republic of South Africa
6BlackGold Geosciences cc, P.O. Box 24287, Windhoek, Namibia
7Department of Paleobiology, National Museum of Natural History, Smithsonian Institution, Washington, DC 20013, USA

*Corresponding author: llnelson@mit.edu

Table SI1. U-Pb isotopic data for zircon analyses from upper Swartkloofberg Formation ash bed E2107, Neint Nababeep Plateau, South Africa.

Table SI2. Carbon and oxygen isotope data of limestones from the upper Swartkloofberg Formation, Neint Nababeep Plateau, South Africa.

Figure SI1. Photographs of ash beds and dated zircons. A) Outcrop photograph of silicified ash bed in limestone of the Spitskop Member, upper Schwarzrand Subgroup, Neint Nababeep Plateau; example of the distinctive lithology of ash beds in this succession; 33 cm hammer for scale. B) Outcrop photograph of silicified ash bed (sample E2107) within stromatolite reef complex of upper Swartkloofberg Formation, Neint Nababeep Plateau; 33 cm hammer for scale. C-D) Photomicrographs of sharp euhedral zircon grains separated from sample E2107. The age of this volcanic ash bed was calculated at 537.64 ± 0.25 Ma based on the weighted mean of a statistically coherent cluster of 206Pb/238U dates from four of these zircon grains, after excluding a single older analysis interpreted to represent a detrital or xenocrystic zircon (fig. 12).
DOI: 10.15468/qat562
title: The millipede family Striariidae Bollman, 1893. VII. Petra sierwaldae, n. gen., n. sp. a minute millipede from Idaho, USA (Diplopoda, Chordeumatida, Striariidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Shear, William A., Marek, Paul E., Bond, Jason E., Wesener, Thomas (2022): The millipede family Striariidae Bollman, 1893. VII. Petra sierwaldae, n. gen., n. sp. a minute millipede from Idaho, USA (Diplopoda, Chordeumatida, Striariidae). Zootaxa 5213 (3): 287-293, DOI: 10.11646/zootaxa.5213.3.6AbstractPetra sierwaldae, n. gen., n. sp. is described from males and females collected at four localities in Kootenai County, Idaho, USA. The new genus is defined by its unique gonopod and ninth leg anatomy, a notched collum and single ommatidium on each side of the head, and lacking third coxal flasks as well as having modified fifth coxae.
DOI: 10.17632/3nmzcsf2g8
title: Experimental study on erosion and entrainment behavior of high-position granular landslides_Data

description: This is the data for the study "Experimental study on erosion and entrainment behavior of high-position granular landslides"
DOI: 10.17632/3nmzcsf2g8.1
title: Experimental study on erosion and entrainment behavior of high-position granular landslides_Data

description: This is the data for the study "Experimental study on erosion and entrainment behavior of high-position granular landslides"
DOI: 10.15468/nsbn45
title: New record of Urocaridella antonbruunii (Bruce, 1967) from Southern India with taxonomic Keys of Urocaridella Borradaile, 1915 (Decapoda; Palaemonidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Paramasivam, Purushothaman, Madhavan, Manu, Ajith Kumar, T. T., Lal, Kuldeep Ku- Mar (2022): New record of Urocaridella antonbruunii (Bruce, 1967) from Southern India with taxonomic Keys of Urocaridella Borradaile, 1915 (Decapoda; Palaemonidae). Zootaxa 5138 (5): 563-574, DOI: 10.11646/zootaxa.5138.5.4AbstractThe ‘cleaning rock pool’ shrimp commonly inhabit the shallow waters of reef and crevices regions at 0.5-3.0 m depth. Recent exploration conducted off the Gulf of Mannar and Agatti Island yielded the species, Urocaridella antonbruunii (Bruce, 1967) from the bottom curve of the coral boulder at a depth of 0.5-1.0 m. This is the new record for the Gulf of Mannar and Lakshadweep waters. Major distinguishing morphological characters of the congener's were described and illustrated. The molecular analysis confirmed the species occurrence in Indian waters followed the intraspecific and interspecific genetic divergences (16S gene) were estimated between 0.3-2.1% for within species and 6.4-11.2% for between species respectively. Additionally, we updated and provided the illustrative key characters for all members of the genus Urocaridella.
DOI: 10.17632/5ygmcc6cm4
title: Early life adversity increases striatal density of dopamine D1 receptors and promotes social alcohol drinking in mice, especially males

description: Data and code for the publication entitled "Early life adversity increases striatal density of dopamine D1 receptors and promotes social alcohol drinking in mice, especially males "

The brain’s reward circuitry remains sensitive to experience throughout early life and into adulthood, allowing individuals to adapt to their unique environment. Adverse experiences early in life can increase vulnerability to substance use disorders, likely through alterations to this circuitry. Yet, the precise neurobiological mechanisms by which early life adversity acts are incompletely characterized. In this study, we used a limited bedding and nesting (LBN) paradigm as a translationally relevant model of early life adversity in genetically-identical, C57BL/6J mice. We assessed the lasting behavioral and mechanistic impacts of LBN experience in adulthood. A history of LBN-rearing demonstrated increased risk avoidance, enhanced acute response to alcohol, and greater voluntary alcohol drinking in socially-housed LBN-reared mice, especially males. Further, using autoradiography, we found LBN-reared mice had increased striatal D1-like receptor binding, skewing D1- to D2-like receptor balance relative to cross-fostered controls. However, after voluntary alcohol drinking, we found a strong downregulation in D1-like, and some D2-like, receptor binding, negating pre-existing differences in striatal dopamine receptor binding. We posit that via both transcriptional and post-transcriptional mechanisms, LBN-rearing upregulates striatal D1-receptor density and alters risk avoidance and acute alcohol stimulation to promote alcohol drinking among adversity-exposed mice. Together, these findings reveal specific neurobiological mechanisms that promote alcohol consumption following early life adversity and suggest complex interactions between early life adversity, sex-related factors, and dopamine receptor regulation in contributing to alcohol use disorder (AUD) vulnerability.