cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17804906
title: Root Zone Soil Moisture Prediction over Nebraska Croplands

description: Accurate root zone soil moisture (RZSM) information is critical for agricultural water management. While satellites provide observations of Surface Soil Moisture (SSM), they are confined to the top few centimeters, necessitating models to infer RZSM from surface measurements. This is difficult in managed agricultural landscapes because of site specific inputs like irrigation. In this study, we evaluated a machine learning (Random Forest) framework against a recursive exponential filter to assess the predictability of RZSM using SSM. We assessed the model performance using in-situ data from three adjacent corn and soybean fields under two scenarios: i) temporal transferability (out of sample years) and ii) spatial transferability (out of sample sites). In temporal transfer, the ML model (R² = 0.74) outperformed the exponential filter (R² = 0.52), where the predictive skill was found to be predominantly determined by SSM variability. In the spatial transfer task, the exponential filter performed poorly (R² = -0.02), which resulted from the filter’s exclusive reliance on SSM, and inability to accept ancillary variables required to account for site-specific heterogeneity. In contrast, the ML model remained robust (R² = 0.63) due to the integration of ancillary remote-sensing data alongside SSM, specifically Alpha Earth embeddings and Sentinel-2 imagery that identified the irrigation regime and tracked crop phenology, respectively. This combination allowed the model to correct for the systematic underestimation in irrigated sites.  Machine learning was able to maintain reliable performance in spatial and temporal transfers to out-of-sample validation cases, without elaborately improving the physics of the hydrology model.
DOI: 10.15468/dl.thmaja
title: Occurrence Download

description: A dataset containing 13664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bactrocera correcta, Bactrocera dorsalis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13664 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048481-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rpygj
title: Occurrence Download

description: A dataset containing 13664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bactrocera correcta, Bactrocera dorsalis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13664 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048483-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/fygr0t
title: PAN-00105754 - coin/coin-related, Vitellius (69), denarius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00105754&lt;/p&gt;
description: Modified: 2025-07-07T07:30:31+02:00
DOI: 10.15468/dl.whytt3
title: Occurrence Download

description: A dataset containing 13664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bactrocera correcta, Bactrocera dorsalis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13664 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048482-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/d1bdkg
title: 5BVP - Interleukin-1β in complex with canakinumab: 312K, 39°C, 100 ns.

description: 5BVP - Interleukin-1β in complex with canakinumab: 312K, 39°C, 100 ns . Contains PDBs every 50 ns.
DOI: 10.15468/dl.bwknt7
title: Occurrence Download

description: A dataset containing 1274214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Catharus fuscescens)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1951",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to July",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1274214 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048447-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppua3r
title: Occurrence Download

description: A dataset containing 13664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bactrocera correcta, Bactrocera dorsalis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13664 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048484-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53cftz
title: Occurrence Download

description: A dataset containing 13664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bactrocera correcta, Bactrocera dorsalis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13664 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048485-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ux6bpe
title: Occurrence Download

description: A dataset containing 13664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bactrocera correcta, Bactrocera dorsalis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13664 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048487-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksevm9
title: Occurrence Download

description: A dataset containing 13664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bactrocera correcta, Bactrocera dorsalis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13664 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048486-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/94b0-jp44
title: "GaussianPlant Dataset"

description: "We created a new real-world benchmark dataset for 3D plant modeling and structural reconstruction, named Gaussianplant dataset. The dataset contains 10 artificial plants all captured under indoor lighting conditions. We use a variety of plant species, including those with large leaves (e.g., Umbellata) and small leaves (e.g., Benjamina), where the characteristics of shape, structure, and occlusion differ.For each scene, we acquire more than 120 multi-view images and reconstruct the plants using multi-view stereo, to create a dense and reliable point cloud. During the capture, we carefully plan viewpoints to minimize occlusions, ensuring that the reconstructed point clouds are as complete as possible.The reconstructed point clouds are then manually cleaned to remove background and floating noise, which we use as the ground-truth shapes. On top of these point clouds, we annotate two types of ground-truth labels for benchmarking: (i) a binary leaf-branch segmentation and (ii) leaf instance labels.Specifically, we import each dense point cloud into Blender, and use its vertex selection tools to interactively assign labels to points. For plants with extremely dense foliage, such as Ash}and Benjamina, reliable per-leaf delineation is infeasible, so we only provide binary leaf-branch labels and exclude them from the leaf instance segmentation evaluation."
DOI: 10.15468/dl.fv68xt
title: Occurrence Download

description: A dataset containing 13664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bactrocera correcta, Bactrocera dorsalis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13664 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048488-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eu3kgg
title: Occurrence Download

description: A dataset containing 3625850 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2025-2025"
 ]
}

 The dataset includes 3625850 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048451-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/yt7wcd
title: PAN-00173369 - lower pump box

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173369&lt;/p&gt;
description: Modified: 2025-09-17T09:26:21+02:00
DOI: 10.15468/dl.em7aqk
title: Occurrence Download

description: A dataset containing 13664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bactrocera correcta, Bactrocera dorsalis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13664 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048489-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2q8mk
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "TaxonKey is Thaipotamon chulabhorn"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048490-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwxj7d
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinoceros sondaicus",
 "Year 2005-2025"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048491-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2a6tex
title: Occurrence Download

description: A dataset containing 13664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bactrocera correcta, Bactrocera dorsalis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13664 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048492-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87edan
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Absent",
 "TaxonKey is Canis lupus familiaris",
 "Year 1000-2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048495-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15784/602005
title: IDP Long Range Science Plans 2020-2024

description: This data set contains annual updates of the Ice Drilling Program (IDP) Long Range Science Plan 2020-2030 and also the updates of the plan that were created in 2021, 2022, 2023, and 2024. The format of each is pdf report. These were developed by the NSF Ice Drilling Program in collaboration with its IDP Science Advisory Board and the broader community. Each plan describes the 10-year science goals for ice drilling, along with a description of the drilling technology needed to achieve the goals.
DOI: 10.15468/dl.absruh
title: Occurrence Download

description: A dataset containing 11142 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera pardus"
 ]
}

 The dataset includes 11142 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048497-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/7t1igs
title: 5BVP - Interleukin-1β in complex with canakinumab: 311K, 38°C, 100 ns . Contains PDBs every 50 ns.

description: 5BVP - Interleukin-1β in complex with canakinumab: 311K, 38°C, 100 ns . Contains PDBs every 50 ns.
DOI: 10.15468/dl.3t39bz
title: Occurrence Download

description: A dataset containing 20390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tapirus"
 ]
}

 The dataset includes 20390 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048498-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxndax
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Panthera tigris",
 "Year 2025-2025"
 ]
}

 The dataset includes 229 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048499-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/jelwez
title: PAN-00126806 - coin/coin-related, Hadrianus (117-138), dupondius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00126806&lt;/p&gt;
description: Modified: 2025-09-30T08:04:35+02:00
DOI: 10.15784/602006
title: IDP Drilling Support To Projects

description: This data set is a list of the NSF-funded projects where the NSF Ice Drilling Program (IDP) provided drilling support in years 2020-2024.
DOI: 10.15468/dl.nd9jxn
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Equus kiang"
 ]
}

 The dataset includes 138 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048500-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15784/602007
title: NSF Ice Drilling Program (IDP) Newsletters 2020-2024

description: This zip file contains the IDP Ice Bits Newsletters from 2020-2024
DOI: 10.15468/dl.zxetuf
title: Occurrence Download

description: A dataset containing 258006 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Turdus rufiventris"
 ]
}

 The dataset includes 258006 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048396-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6wzku
title: Occurrence Download

description: A dataset containing 81012 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Machetornis rixosa"
 ]
}

 The dataset includes 81012 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048395-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15784/602008
title: IDP Long Range Drilling Technology Plans

description: This data set contains annual updates of the Ice Drilling Program Long Range Drilling Technology Plans created between 2020-2024. The format of each is pdf report. These were developed by the NSF Ice Drilling Program in response to the science articulated in the IDP Long Range Science Plans. Each plan identifies the existing and future drilling technologies that will be needed to achieve the science goals.
DOI: 10.15468/dl.tfbawj
title: Occurrence Download

description: A dataset containing 2532833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2025-2025"
 ]
}

 The dataset includes 2532833 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048455-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/7y7rhl
title: PDB: 6UMT, Crystal structure of human PD-1: PD-L2 complex (313K, 40°C, 500 ns) - random seed #3

description: PDB: 6UMT, Crystal structure of human PD-1: PD-L2 complex (313K, 40°C, 500 ns) - random seed #3
DOI: 10.15468/dl.cn5w4z
title: Occurrence Download

description: A dataset containing 343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "Month is December",
 "Year 2025-2025"
 ]
}

 The dataset includes 343 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048501-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/ylh8z3
title: PAN-00177675 - boat hook

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00177675&lt;/p&gt;
description: Modified: 2025-07-31T17:01:11+02:00
DOI: 10.15468/dl.aa9du7
title: Occurrence Download

description: A dataset containing 6919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Capricornis swinhoei"
 ]
}

 The dataset includes 6919 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048504-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5nbk7
title: Occurrence Download

description: A dataset containing 13664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bactrocera correcta, Bactrocera dorsalis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13664 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048505-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3kwux
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Panthera tigris",
 "Year 2025-2025"
 ]
}

 The dataset includes 229 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048507-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xvqkk
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Budorcas tibetana"
 ]
}

 The dataset includes 96 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048502-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82ryeg
title: Occurrence Download

description: A dataset containing 13664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bactrocera correcta, Bactrocera dorsalis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13664 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048508-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v35s8b
title: Occurrence Download

description: A dataset containing 7573551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "HasCoordinate is true",
 "Year 1000-2025"
 ]
}

 The dataset includes 7573551 records from 1216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048409-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-8113
title: Hull girl, 1951

description: 17 images. Hull girl, May 23, 1951. William Rutherford (gas station attendant); District Attorney Jeff Davis; Sheriff Jim Musick; Detective Sergeant Boyd Sturgis; Captain Tom McGaff; Leonard Dale Hull; Frank Hull; Ronald (Red) Booth; Steve Marsh.
DOI: 10.25582/data.2020-05.1994694/2360781
title: Data for EMSL Project 48705 from May 2020
DOI: 10.15468/dl.rus6er
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus melanocephalus Boiss."
 ]
}

 The dataset includes 50 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033916-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6nsgk5
title: Occurrence Download

description: A dataset containing 20152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllanthus L.",
 "Geometry POLYGON((-145.55 -56.53,-145.55 57.92,74.88 57.92,74.88 -56.53,-145.55 -56.53))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20152 records from 301 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059984-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m92z3e
title: Occurrence Download

description: A dataset containing 1163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.4092 8.98984,-75.29793 8.98901,-75.30001 9.1061,-75.41024 9.10652,-75.4092 8.98984))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1163 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062742-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.