cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14015129
title: IODP Expedition 359 P-wave velocity caliper (section)

description: P-wave velocity data were measured on undisturbed section halves (JRSO-defined x-axis) and/or discrete cube and cylinder samples (x, y, or z-axis) using pairs of piezoelectric transducers mounted on a caliper system. Report includes P-wave velocity in x, y, and/or z-direction, caliper separation, traveltime between transucers, and first arrival picks.
DOI: 10.15468/dl.d2a4mq
title: Occurrence Download

description: A dataset containing 17069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Living Specimen",
 "TaxonKey is Zea L."
 ]
}

 The dataset includes 17069 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014159-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14015132
title: IODP Expedition 359 RGB channels (calculated from core photos)

description: Red, green, and blue pixel data were extracted from Section Half Imaging Logger (SHIL) linescan images, typically binned at 0.5 cm resolution using the central 2 cm of the image.
DOI: 10.5281/zenodo.14015133
title: IODP Expedition 359 RGB channels (calculated from core photos)

description: Red, green, and blue pixel data were extracted from Section Half Imaging Logger (SHIL) linescan images, typically binned at 0.5 cm resolution using the central 2 cm of the image.
DOI: 10.5281/zenodo.14015157
title: IODP Expedition 359 Thermal conductivity

description: Thermal conductivity was measured using the heated needle method in either full-space needle configuration (soft/saturated sediments) or half-space needle configuration (harder materials) of a TeKa Berlin TK-04 thermal conductivity meter. Heat is applied to the sample and then thermal equilibrium is sought. The heating and equilibration curve is reduced to derive the thermal conductivity value. Raw data are stored if a user wishes to do off-line or postexpedition reduction.
DOI: 10.5281/zenodo.14015158
title: IODP Expedition 359 Thermal conductivity

description: Thermal conductivity was measured using the heated needle method in either full-space needle configuration (soft/saturated sediments) or half-space needle configuration (harder materials) of a TeKa Berlin TK-04 thermal conductivity meter. Heat is applied to the sample and then thermal equilibrium is sought. The heating and equilibration curve is reduced to derive the thermal conductivity value. Raw data are stored if a user wishes to do off-line or postexpedition reduction.
DOI: 10.5281/zenodo.14018698
title: Four genome assemblies of legacy Xanthomonas oryzae pv. oryzae isolated from Indian rice fields

description: This dataset contains sequencing data for Xanthomonas oryzae pv. oryzae strain M24, including Illumina reads (SRR30576374) and PacBio HiFi reads (SRR30576370) from a genome announcement titled, "Four genome assemblies of legacy Xanthomonas oryzae pv. oryzae isolated from Indian rice fields."
DOI: 10.5281/zenodo.14018699
title: Four genome assemblies of legacy Xanthomonas oryzae pv. oryzae isolated from Indian rice fields

description: This dataset contains sequencing data for Xanthomonas oryzae pv. oryzae strain M24, including Illumina reads (SRR30576374) and PacBio HiFi reads (SRR30576370) from a genome announcement titled, "Four genome assemblies of legacy Xanthomonas oryzae pv. oryzae isolated from Indian rice fields."
DOI: 10.15468/dl.7y5zgu
title: Occurrence Download

description: A dataset containing 1377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Living Specimen",
 "TaxonKey is Fragaria L."
 ]
}

 The dataset includes 1377 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014160-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5518/937
title: Pavement Crack Extraction Using Combined Pixel-based and Block-Based approach Running on Three Standard Datasets and Comparison with State of Art Methods

description: This dataset reports the results of applying a new method that combines the block based and pixel based approaches for crack detection as described in

Mohamed Abdellatif, Harriet Peel, Anthony G. Cohn and Raul Fuentes, Combining Block-based and Pixel-based Approaches to Improve Crack Detection and Localisation, Automation in Construction, 103492, 2020.
DOI: 10.15468/dl.9hke59
title: Occurrence Download

description: A dataset containing 905940484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-147.77406 16.49031,-35.22588 16.49031,-35.22588 61.49031,-147.77406 61.49031,-147.77406 16.49031))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2000-2024"
 ]
}

 The dataset includes 905940484 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014104-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntf4hg
title: Occurrence Download

description: A dataset containing 7325084 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tachycineta bicolor (Vieillot, 1808)"
 ]
}

 The dataset includes 7325084 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014123-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14015138
title: IODP Expedition 359 Salinity

description: Salinity was measured on interstitial water (IW) samples using an optical refractometer.
DOI: 10.5281/zenodo.14015139
title: IODP Expedition 359 Salinity

description: Salinity was measured on interstitial water (IW) samples using an optical refractometer.
DOI: 10.5281/zenodo.14015136
title: IODP Expedition 359 Color reflectance

description: Color reflectance data were measured on section halves using an integration sphere and a UV-VIS spectrophotometer mounted on the Section Half Multisensor Logger (SHMSL). Spectral counts are recorded in the range of 380 to 700 nm, covering the visible spectrum, and binned in ~2 nm bins. Spectral data are reduced from spectra and recorded in tristimulus XYZ values, CieLAB L*a*b* values, and other units.
DOI: 10.5281/zenodo.14015137
title: IODP Expedition 359 Color reflectance

description: Color reflectance data were measured on section halves using an integration sphere and a UV-VIS spectrophotometer mounted on the Section Half Multisensor Logger (SHMSL). Spectral counts are recorded in the range of 380 to 700 nm, covering the visible spectrum, and binned in ~2 nm bins. Spectral data are reduced from spectra and recorded in tristimulus XYZ values, CieLAB L*a*b* values, and other units.
DOI: 10.5281/zenodo.14015142
title: IODP Expedition 359 Section summary

description: Report includes data for individual core sections: coring/drilling depths and recovery, database identifiers for the whole section and section halves, and number of samples taken from the section before and after splitting.
DOI: 10.5281/zenodo.14015143
title: IODP Expedition 359 Section summary

description: Report includes data for individual core sections: coring/drilling depths and recovery, database identifiers for the whole section and section halves, and number of samples taken from the section before and after splitting.
DOI: 10.15468/dl.6etkm9
title: Occurrence Download

description: A dataset containing 4810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Living Specimen",
 "TaxonKey is Ipomoea L."
 ]
}

 The dataset includes 4810 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014163-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14015149
title: IODP Expedition 359 Spectrophotometry

description: Interstitial water constitutents were measured by UV-VIS spectrometry using colorimetric methods (e.g., ammonium, nitrate, nitrite, phosphate, silica, and sulfide) by an Agilent CARY 100 UV-VIS spectrophotometer.
DOI: 10.5281/zenodo.14015150
title: IODP Expedition 359 Spectrophotometry

description: Interstitial water constitutents were measured by UV-VIS spectrometry using colorimetric methods (e.g., ammonium, nitrate, nitrite, phosphate, silica, and sulfide) by an Agilent CARY 100 UV-VIS spectrophotometer.
DOI: 10.5281/zenodo.14015155
title: IODP Expedition 359 Magnetic remanence (SRM-longcore)

description: Magnetic remanence was measured on section halves (and rarely on whole-round sections) using a 2G Enterprises 760R cryogenic magnetometer, first as natural remanent magnetization (NRM) and then after demagnetization steps were performed on the samples by alternating field (AF) demagnetizer coils mounted in-line within the instrument.
DOI: 10.5281/zenodo.14015156
title: IODP Expedition 359 Magnetic remanence (SRM-longcore)

description: Magnetic remanence was measured on section halves (and rarely on whole-round sections) using a 2G Enterprises 760R cryogenic magnetometer, first as natural remanent magnetization (NRM) and then after demagnetization steps were performed on the samples by alternating field (AF) demagnetizer coils mounted in-line within the instrument.
DOI: 10.5281/zenodo.14015161
title: IODP Expedition 359 Vane shear strength (Torvane)

description: Sediment strength was measured on section halves using a Humbolt Manufacturing Torvane handheld instrument. The Torvane is suitable for sediment not affected by cementation (i.e., saturated, clay-rich, soft sediment).
DOI: 10.5281/zenodo.14015162
title: IODP Expedition 359 Vane shear strength (Torvane)

description: Sediment strength was measured on section halves using a Humbolt Manufacturing Torvane handheld instrument. The Torvane is suitable for sediment not affected by cementation (i.e., saturated, clay-rich, soft sediment).
DOI: 10.5281/zenodo.14015151
title: IODP Expedition 359 Magnetic remanence (spinner)

description: Magnetic remanence was measured on discrete samples by an Agico JR-6A spinner magnetometer, first as natural remanent magnetization (NRM) and then after demagnetization or remagnetization steps were performed on the samples (e.g., alternating field [AF] demagnetization, thermal demagnetization [TD], or isothermal remanent magnetization [IRM]).
DOI: 10.5281/zenodo.14015152
title: IODP Expedition 359 Magnetic remanence (spinner)

description: Magnetic remanence was measured on discrete samples by an Agico JR-6A spinner magnetometer, first as natural remanent magnetization (NRM) and then after demagnetization or remagnetization steps were performed on the samples (e.g., alternating field [AF] demagnetization, thermal demagnetization [TD], or isothermal remanent magnetization [IRM]).
DOI: 10.5281/zenodo.14015153
title: IODP Expedition 359 Source rock analyzer (SRA)

description: SRA is run for the purpose of safety monitoring and yields information about thermal maturation and source of hydrocarbons, as well as petroleum potential, in the sediment or rocks at a drilled site. Samples are heated in a pyrolysis oven in an inert atmosphere to quantitatively and selectively determine free hydrocarbons contained in the sample and the hydrogen- and oxygen-containing compounds that are volatilized during the cracking of unextractable organic matter in the sample (kerogen).
DOI: 10.5281/zenodo.14015154
title: IODP Expedition 359 Source rock analyzer (SRA)

description: SRA is run for the purpose of safety monitoring and yields information about thermal maturation and source of hydrocarbons, as well as petroleum potential, in the sediment or rocks at a drilled site. Samples are heated in a pyrolysis oven in an inert atmosphere to quantitatively and selectively determine free hydrocarbons contained in the sample and the hydrogen- and oxygen-containing compounds that are volatilized during the cracking of unextractable organic matter in the sample (kerogen).
DOI: 10.15468/dl.n2gg8y
title: Occurrence Download

description: A dataset containing 231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Living Specimen",
 "TaxonKey is Aeschynomene L."
 ]
}

 The dataset includes 231 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014164-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14015163
title: IODP Expedition 359 Thin section images

description: Hard rock and sediment thin section images were acquired using either the JRSO-developed Petrographic Image Capture and Archival Tool (PICAT) imager or (rarely) an upright microscope and a digital camera. Sample images are acquired in unpolarized, polarized, and/or cross-polarized light. Image files are presented compressed by hole.
DOI: 10.5281/zenodo.14015164
title: IODP Expedition 359 Thin section images

description: Hard rock and sediment thin section images were acquired using either the JRSO-developed Petrographic Image Capture and Archival Tool (PICAT) imager or (rarely) an upright microscope and a digital camera. Sample images are acquired in unpolarized, polarized, and/or cross-polarized light. Image files are presented compressed by hole.
DOI: 10.5281/zenodo.14015159
title: IODP Expedition 359 Titration

description: Various chemical constituents (most commonly chloride) were measured by titration using either an autotitrator (chloride) or a manual titrator (other compounds). Chloride was measured by ion-selective electrode and a silver nitrate titration until all chloride is bound as silver chloride.
DOI: 10.5281/zenodo.14015160
title: IODP Expedition 359 Titration

description: Various chemical constituents (most commonly chloride) were measured by titration using either an autotitrator (chloride) or a manual titrator (other compounds). Chloride was measured by ion-selective electrode and a silver nitrate titration until all chloride is bound as silver chloride.
DOI: 10.15468/dl.xrdkmw
title: Occurrence Download

description: A dataset containing 216131 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amanita muscaria (L.) Lam."
 ]
}

 The dataset includes 216131 records from 483 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014126-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14015140
title: IODP Expedition 359 Sample report

description: Report includes detailed information about samples taken for testing: location/depth, type/form factor, test, request number, and database identifier.
DOI: 10.5281/zenodo.14015141
title: IODP Expedition 359 Sample report

description: Report includes detailed information about samples taken for testing: location/depth, type/form factor, test, request number, and database identifier.
DOI: 10.5281/zenodo.14015173
title: IODP Expedition 359 X-ray diffraction (XRD)

description: X-ray diffraction (XRD) is used to identify minerals and their proportions in sediment or hard rock sample powders on a Bruker AXS D4 Endeavor X-ray diffractometer. Results are returned as diffractograms in a viewable format (either PDF or PNG).
DOI: 10.5281/zenodo.14015174
title: IODP Expedition 359 X-ray diffraction (XRD)

description: X-ray diffraction (XRD) is used to identify minerals and their proportions in sediment or hard rock sample powders on a Bruker AXS D4 Endeavor X-ray diffractometer. Results are returned as diffractograms in a viewable format (either PDF or PNG).
DOI: 10.15468/dl.sa7tbf
title: Occurrence Download

description: A dataset containing 362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Living Specimen",
 "TaxonKey is Alysicarpus Desv."
 ]
}

 The dataset includes 362 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014166-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9773322
title: lifetime risk of depression?
DOI: 10.15468/dl.skgjrc
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Fossil, Living Specimen, Occurrence evidence, Material citation)",
 "Country is Ethiopia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cerastium octandrum Hochst. ex A.Rich."
 ]
}

 The dataset includes 209 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014167-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p9p4dhze
title: Data and metrics for evaluating hydrologic model performance and simulation of drought duration, severity, deficit, and occurrence in the conterminous United States

description: This data release presents truth data and benchmark results describing simulation of hydrologic drought events in the conterminous United States. This data release supports a publication (Simeone and others, 2024) which documents drought benchmarking methods and their application to the results of the National Water Model (NWM) version 2.1. Truth data used were observations at U.S. Geological Survey streamgages across the conterminous United States. These data include 4662 U.S. Geological Survey streamgages with a historical period from 1984-2016.

The following files are included in this data release: 
 



File Name
Description




kappa_long_nwm.csv
Benchmark results for the Cohen's kappa evaluation metrics in long table format.


spear_bias_dist_long_nwm.csv
Benchmark results for the Spearman's, bias, and distributional evaluation metrics in long table format.


ann_eval_long_nwm.csv
Benchmark results for the annual drought evaluation metrics in long table format.


streamflow_percentiles_nwm.zip
A zip file containing individual streamflow percentile data files used in this analysis as truth data. 


input_data_nwm.zip
A zip file with input data for individual streamgages used for our data analysis pipeline as truth data.


streamflow_gages_in_study.csv
Metadata information for the 4662 U.S. Geological Survey streamgages contained in the above datasets.
DOI: 10.5281/zenodo.14008604
title: Full-coverage high-resolution (Daily, 1-km) PM2.5 dataset in China (2000-present) - 2023

description: Full-coverage daily estimates spanning the years 2019-2022 are archived here. These records, organized by month, are available for download in GEOTIFF format. 

 

We have estimated full-coverage, daily 1-km PM2.5 data from 2000 to 2022 in China using a random forest-based hindcast modeling method. Our modeling method focused on improving pre-2013 PM2.5 estimates because for those years no available PM2.5 measurements can be directly used for constructing the model and evaluating the model performance. In our proposed method, observed predictor information before 2013 was incoporated into the modeling for the first time. Multiple sources were used as inputs, including MAIAC AOD, meteorological data from CMA, reanalysis data from ERA-5, and other land-related data. The daily average data during 2000-2022 are released here and free for non-commercial use. If you want use our dataset, please cite the following publication. 

The estimates in 2021-2022 are separately predicted using the same modeling method developed in the publication below and samples in the corresponding predictive year (sample-based 10-fold cross validation R2 [RMSE] values are 0.91 [8.84 ug/m3] for 2021 and 0.93 [7.42 ug/m3] for 2022, respectively. 

 

-He, Q., Ye, T., Wang, W., Luo, M., Song, Y., & Zhang, M. (2023). Spatiotemporally continuous estimates of daily 1-km PM2. 5 concentrations and their long-term exposure in China from 2000 to 2020. Journal of Environmental Management, 342, 118145.[url]

-He, Q., Wang, W., Song, Y., Zhang, M., & Huang, B. (2023). Spatiotemporal high-resolution imputation modeling of aerosol optical depth for investigating its full-coverage variation in China from 2003 to 2020. Atmospheric Research, 281, 106481.[url]

 

If you want more data (e.g.daily estimates before 2015), have any question, or further collaborate with us, please contact us via qqhe@whut.edu.cn.

If you want to use monthly estimates from 2000 to 2022, please go to 10.5281/zenodo.8084388.

if you want to use daily estimates from 2015 to 2018, please go to 10.5281/zenodo.8437234.

if you want to use daily estimates from 2019 to 2022, please go to Version 1 (10.5281/zenodo.10048172).

We also estimate other atmospheric data:

For full-coverage, 1-km, AOD data in China, please go to harvard dataverse. This dataset was imputed based on MODIS MAIAC 1-km AOD retrievals.

For full-coverage, 1-km, CO2 data in China, please go to 10.5281/zenodo.10022904. This dataset was reconstructed based on OCO-2 XCO2 retrievals and machine learning algorithm.
DOI: 10.15468/dl.7a5bv2
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Living Specimen",
 "TaxonKey is Andropogon L."
 ]
}

 The dataset includes 120 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014168-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14015145
title: IODP Expedition 359 Scanning electron microscope images

description: Microscopic images of discrete samples were acquired using a scanning electron microscope (SEM) and captured as image files. These files were uploaded along with a brief description and a record of the microscopic conditions when the image was taken.
DOI: 10.5281/zenodo.14015146
title: IODP Expedition 359 Scanning electron microscope images

description: Microscopic images of discrete samples were acquired using a scanning electron microscope (SEM) and captured as image files. These files were uploaded along with a brief description and a record of the microscopic conditions when the image was taken.