cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.35byy7
title: Occurrence Download

description: A dataset containing 976 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Sorex cinereus)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 976 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003562-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnja8a
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Persicaria maculosa",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 62 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003565-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5j38kw7m
title: MassIVE MSV000098493 - Proteomic Profiling of Non-Muscle Invasive Bladder Cancer Reveals Potential Biomarkers for Recurrence and Progression Risk
title: We conducted an untargeted and label-free LC-MS proteomic analysis on NMIBC tumor and non-adjacent non-tumor tissues to identify exclusive and differentially expressed proteins in tumor tissues, and correlated the findings with biological functions, protein interactions and clinical variables to better understand their biological significance. Results: A total of 188 differentially expressed proteins were identified, along with 11 proteins exclusively present in tumor tissues, including SPINT1, TXNDC12, GTF2F1, COPZ1, RS25, PTK2, LSR, SNRNP40, NCOA5, SEC63, and CD2AP. The protein interaction network analysis among this set of proteins revealed AGR2, FLNA, TPM1, and CALD1.Additionally, CNDP2 and CTSD expression were inversely correlated with tumor recurrence and progression risk respectively, while EPS8L2 and KRT7 levels were associated with tumor staging. Conclusions: Our study highlights specific proteins as potential NMIBC biomarkers and drug targets. The identified proteins, particularly those linked to tumor recurrence and staging, warrant further validation to assess their clinical utility in NMIBC diagnosis, prognosis, and treatment strategies.
DOI: 10.5281/zenodo.15868422
title: Binned Nanopore/Illumina Reads From DNAformer, Split by the Data Type

description: This dataset includes binned DNA sequencing reads from Nanopore and Illumina platforms, used in DNA data storage experiments (DNAformer). Each file contains read clusters (label, separator of "****", reads) separated by two blank lines.

Files are split based on the file type:





_Random.txt: clusters of the random file. 




_Semantic.txt: clusters of the semantic file.



Includes data from two Nanopore flowcells (separate and merged) and a test Illumina set. 

 

Additionally, the semantic file and the random file are included in the repository as well.
DOI: 10.15468/dl.jpu3xf
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brycon bahiensis"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003569-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekjspp
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Gastrodia elata"
 ]
}

 The dataset includes 184 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003566-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqq3zb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Sorex cinereus)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003568-250711103210423/datasets/export for details.
DOI: 10.15468/dl.d5hj5k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Sorex cinereus)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003570-250711103210423/datasets/export for details.
DOI: 10.15468/dl.sch4hb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Sorex cinereus)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003567-250711103210423/datasets/export for details.
DOI: 10.6084/m9.figshare.29552567.v1
title: Trained Moment Tensor Potentials (MTPs) for Sr3V2O8\mathrm{Sr_3V_2O_8}Sr3​V2​O8​ and Ba7Nb4MoO20\mathrm{Ba_7Nb_4MoO_{20}}Ba7​Nb4​MoO20​

description: This dataset contains machine-learned interatomic potentials trained using the MTP framework for modeling oxide-ion and proton transport in Sr3V2O8\mathrm{Sr_3V_2O_8}Sr3​V2​O8​ and Ba7Nb4MoO20\mathrm{Ba_7Nb_4MoO_{20}}Ba7​Nb4​MoO20​. The potentials were fitted to DFT data and are suitable for use in molecular dynamics simulations via MLIP or LAMMPS. A README is included with usage instructions and training details.
DOI: 10.15468/dl.3wd3jf
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum xiphocarpum"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003571-250711103210423/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.29552567
title: Trained Moment Tensor Potentials (MTPs) for Sr3V2O8\mathrm{Sr_3V_2O_8}Sr3​V2​O8​ and Ba7Nb4MoO20\mathrm{Ba_7Nb_4MoO_{20}}Ba7​Nb4​MoO20​

description: This dataset contains machine-learned interatomic potentials trained using the MTP framework for modeling oxide-ion and proton transport in Sr3V2O8\mathrm{Sr_3V_2O_8}Sr3​V2​O8​ and Ba7Nb4MoO20\mathrm{Ba_7Nb_4MoO_{20}}Ba7​Nb4​MoO20​. The potentials were fitted to DFT data and are suitable for use in molecular dynamics simulations via MLIP or LAMMPS. A README is included with usage instructions and training details.
DOI: 10.15468/dl.vk9v37
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygonum aviculare",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 241 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003572-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pas3rd
title: Occurrence Download

description: A dataset containing 708 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aotus griseimembra"
 ]
}

 The dataset includes 708 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003573-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnacaz
title: Occurrence Download

description: A dataset containing 1316 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brycon pesu"
 ]
}

 The dataset includes 1316 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003574-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukcdjv
title: Occurrence Download

description: A dataset containing 1783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Mustela erminea)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 1783 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003575-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtsu28
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Mustela erminea)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 102 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003576-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pafudz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Mustela erminea)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003577-250711103210423/datasets/export for details.
DOI: 10.15468/dl.zd79ac
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ammosperma cinereum"
 ]
}

 The dataset includes 225 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003579-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcnfyq
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex acetosella",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 210 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003578-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2kdq6
title: Occurrence Download

description: A dataset containing 170509 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Squamata [GBIF Backbone Taxonomy])",
 "GadmGid is one of (COL)",
 "Year 2011-2025"
 ]
 }
 ]
}

 The dataset includes 170509 records from 539 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003509-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fk8yeg
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ABV3621"
 ]
}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003580-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9zf7y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Mustela erminea)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003583-250711103210423/datasets/export for details.
DOI: 10.15468/dl.pbh3cn
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Mustela erminea)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 320 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003582-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqq7w6
title: Occurrence Download

description: A dataset containing 23169 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pipra pipra"
 ]
}

 The dataset includes 23169 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003584-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubuxhd
title: Occurrence Download

description: A dataset containing 2746 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Masticophis mentovarius"
 ]
}

 The dataset includes 2746 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003585-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.36mmnc
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex conglomeratus",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003586-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkhzhz
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADD8813"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003587-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r76zaz
title: Occurrence Download

description: A dataset containing 249 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leontocebus lagonotus"
 ]
}

 The dataset includes 249 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003588-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9hnz8r
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ammosperma variabile"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003589-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/xn9m-ed25
title: "FEO: Edge Feature-Enhanced Multi-Modal Feature  Extraction and Matching for Underwater Scenarios"

description: "The attachment \"imu_data.csv\" presents the IMU sensor data. Each row contains a series of values representing different physical quantities measured by the IMU at a specific moment. The data columns from left to right can be generally interpreted as follows. The first two long numerical values represent timestamps. Subsequent three columns represent angular velocities  along the X, Y, Z axes respectively. The last three columns correspond to linear accelerations along the X, Y, Z axes respectively. These IMU data are crucial for tasks like motion estimation, pose tracking, and fusing with other sensor data."
DOI: 10.15468/dl.ey938m
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex crispus",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 264 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003590-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15834189
title: An hourly 0.1° × 0.1° global solar radiation dataset in Chinese mainland from 2005 to 2021

description: This hourly full coverage global solar radiation dataset at 0.1° × 0.1° resolution in Chinese mainland during 2005–2021 was generated using multi-source data (e.g., ground-based measurements, ERA5 reanalysis datasets, satellite products, etc.) through the eXtreme Gradient Boosting (XGBoost) model. 

 
description: Key Attributes



Temporal coverage: Hourly data in UTC+8 (China Standard Time) 

Spatial coverage: 73.5°E–134.7°E, 18.2°N–53.5°N (WGS84 geographic coordinate system)  

Grid structure: 613 columns (longitude) × 354 rows (latitude)


Data File Organization

Files are named as ‘YYYYMMDDHH.csv’, where:



'YYYY' = Year (2005–2021)

'MM' = Month (01–12)

'DD' = Day (01–31)

'HH' = Hour (00–23)