cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/yf786kcn3b.4
title: [Database] Precision Agriculture in the United States: A Comprehensive Meta-Review Inspiring Further Research, Innovation, and Adoption

description: Precision agriculture has emerged as a dominant force in the United States, with widespread adoption of advanced technologies and decision support systems (DSS) since the 1980s. Key tools such as variable rate application (VRA), autopilot systems, and remote sensing have become integral for U.S. farmers, offering invaluable insights from crop, soil, and weather information to optimize agricultural production while minimizing environmental impact. To synthesize and categorize the extensive research available on precision agriculture, a systematic review protocol has been designed. Our objective is to offer clear and authoritative insights into the nature, scope, and volume of this field. Implementing a rigorous search strategy, we utilized renowned databases such as ScienceDirect® and Web of ScienceTM to gather relevant and significant materiality. The retrieval process involved the use of indexing terms and Boolean operators, with a focus on 'precision agriculture' and 'precision farming', striking a balance between specificity and comprehensiveness. To ensure the credibility of our findings, only peer-reviewed papers authored by individuals affiliated with U.S. institutions have been included. Expert reviewers with deep knowledge in the field independently assessed the selected papers, thoroughly evaluating titles, abstracts, keywords, methods, conclusions, and declarations. Consistency and eligibility were paramount in determining which papers met the criteria for inclusion. Any discrepancies or disagreements were resolved through rigorous consensus-building discussions among the reviewers. Through this comprehensive meta-review, we provide a scientific contribution that enhances our understanding of precision agriculture, highlighting focus areas for further research and development (R&D). By synthesizing and categorizing the existing literature, we offer authoritative insights into the research landscape, informing future investigations and fostering innovation. Focusing specifically on the U.S., we shed light on the unique aspects and pioneering advancements in precision agriculture within the country. Ultimately, our findings have the potential to drive progress, contributing to sustainable development, increased productivity, enhanced environmental sustainability, and responsible agricultural practices.
DOI: 10.15468/dl.hu3acm
title: Occurrence Download

description: A dataset containing 643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((1.81301 41.73918,1.87807 41.73918,1.87807 41.77116,1.81301 41.77116,1.81301 41.73918))",
 "HasGeospatialIssue is false",
 "TaxonKey is Tracheophyta",
 "Year 2000-2024"
 ]
}

 The dataset includes 643 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009987-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3s84gy
title: Occurrence Download

description: A dataset containing 855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ursus arctos Linnaeus, 1758",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 855 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009988-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89pg98
title: Occurrence Download

description: A dataset containing 1986 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus massoniana Lamb."
 ]
}

 The dataset includes 1986 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009991-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urhjfy
title: Occurrence Download

description: A dataset containing 9244 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is IICT Colecção Zoológica"
 ]
}

 The dataset includes 9244 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009990-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w84fw4
title: Occurrence Download

description: A dataset containing 11202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muricidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11202 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009992-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/yfvpxy495p.1
title: Indian Tourist destination

description: The data collection involved sourcing high-quality images from diverse sources such as tourism websites, social media sites, flicker, photographers, and archives. Each image was meticulously annotated and categorized into five classes: beaches, gardens, hill stations, national parks, and temples. We collected Total 5000 images , 1000 images from each category.
DOI: 10.17632/9wj2d3fxmg.1
title: Data Availability for Vacher et al. Thermal Metamorphism and Volatile Evolution in Unequilibrated Ordinary Chondrites: Implications for the Delivery of Hydrogen to Terrestrial Planets

description: Supplementary PDF file, EA-IRMS single data, thermal modeling outputs, and FTIR spectra.
DOI: 10.17632/9wj2d3fxmg.2
title: Data Availability for Vacher et al. Thermal Metamorphism and Volatile Evolution in Unequilibrated Ordinary Chondrites: Implications for the Delivery of Hydrogen to Terrestrial Planets

description: EA-IRMS single data, thermal modeling outputs, and FTIR spectra.
DOI: 10.15468/dl.gf6g54
title: Occurrence Download

description: A dataset containing 2969 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus sabiniana Douglas ex D.Don"
 ]
}

 The dataset includes 2969 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009995-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mejc8
title: Occurrence Download

description: A dataset containing 50655 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pyrus communis L."
 ]
}

 The dataset includes 50655 records from 826 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009993-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fzwf87866v.1
title: Comfort in every touch: Flexible thimbles for mitigating nail toxicities associated with anti-cancer agents

description: This is the video for the article "Comfort in every touch: Flexible thimbles for mitigating nail toxicities associated with anti-cancer agents." In this video: Technique for flexible thimble placement without the need for sliding: Invert the thimble (turn inside out). Place the top of the thimble on the most distal point of the affected finger. Gradually push the thimble onto the finger. Roll the thimble on the finger until the thimble is fully unrolled.
DOI: 10.15468/dl.6xnwkx
title: Occurrence Download

description: A dataset containing 1122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Choerospondias axillaris (Roxb.) B.L.Burtt & A.W.Hill"
 ]
}

 The dataset includes 1122 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009997-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13354296
title: Facile synthesis of CuxS electrocatalysts for CO2 conversion into formate and study of relations between Cu and S with the selectivity

description: Datasets for figures provided in the manuscript main text.
DOI: 10.5281/zenodo.13354297
title: Facile synthesis of CuxS electrocatalysts for CO2 conversion into formate and study of relations between Cu and S with the selectivity

description: Datasets for figures provided in the manuscript main text.
DOI: 10.17632/ky875dw7df.1
title: Fetal sex and preeclampsia

description: Database of the research protocol
DOI: 10.15468/dl.zfwhbc
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sedum pachyphyllum, Sedum pachyphyllum, Sedum pachyphyllum Rose, Sedum pachyphyllum Rose, Sedum pachyphyllum Rose, Sedum pachyphyllum Rose, Sedum pachyphyllum Rose, Sedum pachyphyllum Rose, Sedum pachyphyllum Rose, Sedum pachyphyllum Rose, Sedum pachyphyllum Rose, Sedum pachyphyllum Rose, Sedum pachyphyllum Rose, Sedum pachyphyllum Rose, Sedum pachyphyllum Rose, Sedum pachyphyllum Rose, 1911, 161085758, Sedum pachyphyllum Rose, 1911, Echeveria minutifoliata Poelln.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009998-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gw7sbu
title: Occurrence Download

description: A dataset containing 32145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lutra lutra (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 32145 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009996-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3g8bxg
title: Occurrence Download

description: A dataset containing 188069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Prunus laurocerasus L."
 ]
}

 The dataset includes 188069 records from 989 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009969-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qkvz8
title: Occurrence Download

description: A dataset containing 2350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Kummerowia stipulacea (Maxim.) Makino)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 2350 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008061-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tevvra
title: Occurrence Download

description: A dataset containing 1890 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anagotus D.Sharp, 1882"
 ]
}

 The dataset includes 1890 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008062-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dv9fvwspt5.1
title: Data on Endogenous BRP3 Levels in Mouse Plasma Under Feeding and Fasting Conditions

description: BRP3 is a novel 26-amino acid peptide that circulates in mouse plasma and is regulated by feeding. Using a computational tool, “Peptide Predictor” we identified BRP3 and quantified its levels in mouse plasma through targeted mass spectrometry (MS) using a Thermo LC-ID-X instrument (Thermo Fisher).
Synthesized mouse BRP3 (10 nM, 100 nM, 1 µM) was used as an authentic standard for measuring endogenous BRP3 levels. The dataset includes raw MS files capturing BRP3 levels in mouse plasma under fasting, feeding, and post-oral glucose administration conditions, alongside synthetic standards.
DOI: 10.15468/dl.nvt2uw
title: Occurrence Download

description: A dataset containing 1593 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Oceania)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Planchonella obovata (R.Br.) Pierre"
 ]
}

 The dataset includes 1593 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008063-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14033378
title: Model weights and processed data - Cluster-based human-in-the-loop strategy for improving CTC detection and classification

description: The DINO model weights and the processed data accompany the following GitHub repository: CTC-HiL

Detecting and differentiating circulating tumor cells (CTCs) in blood samples from cancer patients is challenging. Among the challenges is the reliance on manual annotation and evaluation. This study introduces a human-in-the-loop (HiL) approach to enhance ML-based CTC detection by combining self-supervised deep learning with a traditional classifier, using iterative sampling and human experts for efficient labeling based on classification performance in latent space clusters.

Overview of what you can download from here:



The DINO model ctc_dino.pt was trained on unlabeled single cell fluorescence images with three-channels (DAPI, CK, CD45) from 60 patients with metastatic breast cancer.

The provided features and dataframes can be used to reproduce the simulation findings and the cluster plot. For more information, visit CTC-HiL.
DOI: 10.5281/zenodo.14033379
title: Model weights and processed data - Cluster-based human-in-the-loop strategy for improving CTC detection and classification

description: The DINO model weights and the processed data accompany the following GitHub repository: CTC-HiL

Detecting and differentiating circulating tumor cells (CTCs) in blood samples from cancer patients is challenging. Among the challenges is the reliance on manual annotation and evaluation. This study introduces a human-in-the-loop (HiL) approach to enhance ML-based CTC detection by combining self-supervised deep learning with a traditional classifier, using iterative sampling and human experts for efficient labeling based on classification performance in latent space clusters.

Overview of what you can download from here:



The DINO model ctc_dino.pt was trained on unlabeled single cell fluorescence images with three-channels (DAPI, CK, CD45) from 60 patients with metastatic breast cancer.

The provided features and dataframes can be used to reproduce the simulation findings and the cluster plot. For more information, visit CTC-HiL.
DOI: 10.15468/dl.4exnzn
title: Occurrence Download

description: A dataset listing the 1172 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Epilobium L."
 ]
}

 The dataset's 1172 records were derived from 4053 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008050-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjkrb5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepanthes crucis Luer & Hirtz"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006408-230530130749713/datasets/export for details.
DOI: 10.15468/dl.r853c9
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudoxyporus biguttatus (Sharp, 1889)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225148-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n26rsj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gyrinus minutus Fabricius, 1798",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225157-220831081235567/datasets/export for details.
DOI: 10.15468/dl.s82c4x
title: Occurrence Download

description: A dataset containing 569 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptosiphon montanus (Greene) R.Patt."
 ]
}

 The dataset includes 569 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008171-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhquzt
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Specimen, Human Observation)",
 "Geometry POLYGON((36.24177 14.13379,33.06049 6.85219,35.88829 2.53979,43.94753 3.8123,48.25993 8.40748,36.24177 14.13379))",
 "OccurrenceStatus is Present",
 "TaxonKey is Coffea arabica L."
 ]
}

 The dataset includes 218 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212614-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfqcz4
title: Occurrence Download

description: A dataset containing 3319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptospron adenanthum (G.Mey.) A.Delgado"
 ]
}

 The dataset includes 3319 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008183-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xmsd8
title: Occurrence Download

description: A dataset containing 6461 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Copaiba langsdorffii (Desf.) Kuntze, Copaifera langsdorffii Desf., Copaifera langsdorffii var. glabra (Vogel) Benth., Copaifera langsdorffii var. grandifolia Benth., Copaifera langsdorffii var. krukovii Dwyer, Copaifera langsdorffii var. langsdorffii, Copaifera langsdorffii var. laxa (Hayne) Benth., Copaifera langsdorffii f. minor Chodat & Hassl., Copaifera langsdorffii f. parvifolia Chodat & Hassl., Copaifera langsdorffii var. rupestris Hassl., Copaifera laxa Hayne, Copaifera sellowii Hayne)"
 ]
}

 The dataset includes 6461 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212640-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.deg73x
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptospron gentryi (Standl.) A.Delgado"
 ]
}

 The dataset includes 148 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008184-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7euq6y
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "DatasetKey is University of Michigan Museum of Zoology, Division of Birds",
 "Year 2020-2022"
 ]
}

 The dataset includes 168 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212641-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qd8sax
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Glaucomys volans (Linnaeus, 1758)"
 ]
}

 The dataset includes 313 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258742-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thy3g3
title: Occurrence Download

description: A dataset containing 790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "GadmGid is BRA.25.189_2",
 "TaxonKey is Aves",
 "Year 1992-2022"
 ]
}

 The dataset includes 790 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212876-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yb7cus
title: Occurrence Download

description: A dataset containing 411 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gundlachia corymbosa (Urb.) Britton ex Bold."
 ]
}

 The dataset includes 411 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233836-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.