cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10212472
title: Global fluorescence yield based on TROPOSIF data, normalized with the NIRvP (2019-2021)

description: TROPOMI based SIF data normalized by NIRvP. The data come in a daily temporal resolution and are projected on a 9 km EASE 2 grid for the period 2019-2021. 
The fluorescence yield (φF) is linked to the photosynthetic electron transport. 
 
The dataset is the backbone of the publication of De Cannière et al., (2024).
 
Learn more on the publication dataset
De Canniere S., Baur M., Chaparro D., Jagdhuber T., Jonard F., Water availability and atmospheric dryness controls on spaceborne sun-induced chlorophyll fluorescence yield, accepted by Remote Sensing of Environment
 
Learn more on the NIRvP
Dechant B., Ryu Y., Badgley G., Köhler P., Rascher U., Migliavacca M., Zhang Y., Tagliabue G., Guan K,, Rossini M., Goulas Y., Zeng Y., Frankenberg C., Berry J.A. (2022),
NIRVP: A robust structural proxy for sun-induced chlorophyll fluorescence and photosynthesis across scales, Remote Sensing of Environment, Volume 268,
2022, 112763, doi.org/10.1016/j.rse.2021.112763.
 
Learn more on the TROPOSIF dataset
Guanter, L. and Bacour, C. and Schneider, A. and Aben, I. and van Kempen, T. A. and Maignan, F. and Retscher, C. and Köhler, P. and Frankenberg, C. and Joiner, J. and Zhang, Y. (2021), The TROPOSIF global sun-induced fluorescence dataset from the Sentinel-5P TROPOMI mission, Earth System Science Data, Volume 13, 11, 5423--5440, doi.org/10.5194/essd-13-5423-2021
DOI: 10.15468/dl.z2g77k
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((115.08156 38.49573,135.55166 38.49573,135.55166 54.25771,115.08156 54.25771,115.08156 38.49573))",
 "TaxonKey is Prunus tomentosa Thunb."
 ]
}

 The dataset includes 187 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054423-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10048619
title: UAV data products were acquired in Crissiumal - RS - Brazil on October 14, 2023

description: UAV data products were acquired in Crissiumal - RS - Brazil on October 14, 2023
DOI: 10.5281/zenodo.10048620
title: UAV data products were acquired in Crissiumal - RS - Brazil on October 14, 2023

description: UAV data products were acquired in Crissiumal - RS - Brazil on October 14, 2023
DOI: 10.15479/at:ista:17344
title: Mathematica notebook and Fortran code for "Effect of assortative mating and sexual selection on polygenic barriers to gene flow'

description: This file contains the code associated with the manuscript 'Effect of assortative mating and sexual selection on polygenic barriers to gene flow'.
DOI: 10.15468/dl.e265bf
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (205012343, Leiognathidae, 187337871, Leiognathidae, 158167557, Leiognathidae, Leiognathidae, Leiognathidae, 211761680, Leiognathidae, 204357536, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, LEIOGNATHIDAE, Leiognathidae, 197295558, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, 210218597, 209459644, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, 209458955, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, 203894841, Leiognathidae, Leiognathidae, Leiognathidae, 205987554, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, 206025265, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, 209454729, 205994248, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, 205455658, Leiognathidae, 212282649, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae Gill, 1893, Leiognathidae Gill, 1893, Leiognathidae Gill, 1893, Leiognathidae Gill, 1893, Leiognathidae Gill, 1893, Leiognathidae Gill, 1893, Leiognathidae T.N.Gill, 1893, Leiognathidae Gill 1893, 161443131, Leiognathidae T.N.Gill 1893, Leiognathidae T.N.Gill 1893, Leiognathidae Gill 1893, Coryphaenidae, Chaetodontidae Rafinesque, 1810)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((109.5 20.15,117.25 20.15,117.25 24,109.5 24,109.5 20.15))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 132 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054426-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4cz5f
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((114.85152 38.34436,135.93694 38.34436,135.93694 54.35003,114.85152 54.35003,114.85152 38.34436))",
 "TaxonKey is Prunus ussuriensis Kovalev & Kostina"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054427-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14580390
title: Extended data of UDMT (Part 1)

description: This extended dataset contains behavioral recordings of various animals that were not used in the experiments of our paper, including mice (1, 2, 3, 4, 5, 6, 7, 8, 9, 10), rats (1 rat and 2 mice), white mice (2, 3, 4, 5).
DOI: 10.5281/zenodo.14580391
title: Extended data of UDMT (Part 1)

description: This extended dataset contains behavioral recordings of various animals that were not used in the experiments of our paper, including mice (1, 2, 3, 4, 5, 6, 7, 8, 9, 10), rats (1 rat and 2 mice), white mice (2, 3, 4, 5).
DOI: 10.15468/dl.7nwqtx
title: Occurrence Download

description: A dataset listing the 4016085 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 4016085 records were derived from 70159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054403-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.36kb9t
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((115.25254 38.55807,135.36379 38.55807,135.36379 54.19261,115.25254 54.19261,115.25254 38.55807))",
 "TaxonKey is Amygdalus davidiana (Carrière) T.T.Yu"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054428-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2qc7v
title: Occurrence Download

description: A dataset containing 99692 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Apera spica-venti (L.) P.Beauv."
 ]
}

 The dataset includes 99692 records from 645 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054425-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjpuw4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chiasmodontidae, 204137350, Chiasmodontidae, 203894820, Chiasmodontidae, Chiasmodontidae, Chiasmodontidae, 210218089, Chiasmodontidae, Chiasmodontidae, 205001604, Chiasmodontidae, 206029040, Chiasmodontidae, Chiasmodontidae, Chiasmodontidae, 211762956, 158149676, 206031588, Chiasmodontidae, CHIASMODONTIDAE, Chiasmodontidae, Chiasmodontidae, Chiasmodontidae, Chiasmodontidae, Chiasmodontidae, Chiasmodontidae, 209346548, Chiasmodontidae, Chiasmodontidae, Chiasmodontidae, Chiasmodontidae, Chiasmodontidae, Chiasmodontidae, Chiasmodontidae, Chiasmodontidae, Chiasmodontidae, 210656010, 197285149, Chiasmodontidae, Chiasmodontidae, 210653658, Chiasmodontidae, Chiasmodontidae, Chiasmodontidae, Chiasmodontidae, Chiasmodontidae Johnson, 1864, Chiasmodontidae T.N.Gill, 1883, Chiasmodontidae Gill, 1882, Chiasmodontidae Jordan & Gilbert, 1883, 161455893, Chiasmodontidae Jordan & Gilbert, 1883, Chiasmodontidae Jordan & Gilbert, 1883, Chiasmodontidae Jordan & Gilbert, 1883, Chiasmodontidae Gill in Jordan & Gilbert, 1883, Chiasmodontidae Gill in Jordan & Gilbert, 1883, Chiasmodontidae Gill in Jordan & Gilbert, 1883, Chiasmodontidae Gill in Jordan & Gilbert, 1883, Chiasmodontidae Gill in Jordan & Gilbert, 1883, Chiasmodontidae Gill in Jordan & Gilbert, 1883, Chiasmodontidae Gill in Jordan & Gilbert, 1883, Chiasmodontidae Gill in Jordan & Gilbert, 1883, Chiasmodontidae Gill in Jordan & Gilbert, 1883, Chiasmodontidae Gill in Jordan & Gilbert, 1883, Tetragonuridae, Tetragonuridae)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((109.5 20.15,117.25 20.15,117.25 24,109.5 24,109.5 20.15))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054429-241126133413365/datasets/export for details.
DOI: 10.15468/dl.juqrwv
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((115.37552 38.6146,135.08497 38.6146,135.08497 54.26421,115.37552 54.26421,115.37552 38.6146))",
 "TaxonKey is Pterocarya stenoptera C.DC."
 ]
}

 The dataset includes 49 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054431-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37pywv
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stromateidae, 212282615, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, 210653660, Stromateidae, Stromateidae, 204357574, Stromateidae, 208592766, Stromateidae, Stromateidae, 210218204, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, 209458948, Stromateidae, 212360647, Stromateidae, Stromateidae, 206028733, Stromateidae, Stromateidae, Stromateidae, Stromateidae, 209346522, Stromateidae, Stromateidae, Stromateidae, 197283342, 209741766, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, 211761388, Stromateidae, Stromateidae, 205001522, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, Stromateidae, 210655959, Stromateidae, 158146766, Stromateidae, Stromateidae, Stromateidae, Stromateidae, STROMATEIDAE, Stromateidae, Stromateidae Rafinesque, 1810, Stromateidae Rafinesque, 1810, Stromateidae Rafinesque 1810, Stromateidae Rafinesque, 1810, 161426897, Stromateidae Rafinesque, 1810, Stromateidae Rafinesque, 1810, Stromateidae Rafinesque, 1810, Stromateidae Rafinesque, 1810, Stromateidae Rafinesque, 1810, Centrolophidae Bonaparte, 1846)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((109.5 20.15,117.25 20.15,117.25 24,109.5 24,109.5 20.15))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054432-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwyety
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((114.98488 38.45579,135.60751 38.45579,135.60751 55.01638,114.98488 55.01638,114.98488 38.45579))",
 "TaxonKey is Pyrus bretschneideri Rehder"
 ]
}

 The dataset includes 187 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054433-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhdfyg
title: Occurrence Download

description: A dataset containing 435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (158167271, Cepolidae, Cepolidae, 197290176, Cepolidae, 211762714, Cepolidae, Cepolidae, Cepolidae, Cepolidae, 212275499, Cepolidae, Cepolidae, Cepolidae, 209346491, Cepolidae, Cepolidae, Cepolidae, Cepolidae, Cepolidae, Cepolidae, Cepolidae, Cepolidae, Cepolidae, Cepolidae, Cepolidae, Cepolidae, Cepolidae, Cepolidae, 212358120, Cepolidae, Cepolidae, Cepolidae, 205946927, Cepolidae, Cepolidae, Cepolidae, Cepolidae, 205907219, 209454736, Cepolidae, Cepolidae, 205828400, 209702492, Cepolidae, Cepolidae, CEPOLIDAE, Cepolidae, 210218327, Cepolidae, Cepolidae, Cepolidae, 203695409, Cepolidae, Cepolidae, Cepolidae, 204357608, Cepolidae, Cepolidae, Cepolidae, Cepolidae, Cepolidae, Cepolidae, Cepolidae, Cepolidae, Cepolidae Ihering, 1909, 161455076, Cepolidae Ihering, 1909, Cepolidae Rafinesque, 1815, Cepolidae Ihering, 1909, 181380472, Cepolidae Rafinesque, 1815, 161367607, Cepolidae Ihering, 1909, Cepolidae Rafinesque, 1810, Cepolidae Rafinesque, 1815, Cepolidae Rafinesque, 1815, Cepolidae Ihering, 1909, Cepolidae H.von Ihering, 1909, Helminthoglyptidae Pilsbry, 1939, Trachipteridae Swainson, 1839, Chaetodontidae, Pomacanthidae, Owstoniidae Jordan, Tanaka & Snyder, 1913, Owstoniidae, Owstoniidae, Ephippididae)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((109.5 20.15,117.25 20.15,117.25 24,109.5 24,109.5 20.15))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 435 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054436-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8f36h
title: Occurrence Download

description: A dataset containing 9415 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemorrhois hippocrepis (Linnaeus, 1758)"
 ]
}

 The dataset includes 9415 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054434-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wjgn9
title: Occurrence Download

description: A dataset containing 330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Korea (Democratic People’s Republic of), China, Japan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Corydalis turtschaninovii Besser"
 ]
}

 The dataset includes 330 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054437-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ceeqw2
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((115.3324 38.49565,134.69495 38.49565,134.69495 54.76725,115.3324 54.76725,115.3324 38.49565))",
 "TaxonKey is Rhamnus globosa Bunge"
 ]
}

 The dataset includes 50 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054438-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kn3kr
title: Occurrence Download

description: A dataset listing the 585679 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "Geometry POLYGON ((91.5506 -15.25, 167.6682 -15.25, 167.6682 63.41544, 91.5506 63.41544, 91.5506 -15.25))"
 ]
}

 The dataset's 585679 records were derived from 7202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054416-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive161102.20251217.10
title: <i>Haloterrigena</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161103.20241212.9.2
title: <i>Haloterrigena</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161103.20251217.10
title: <i>Haloterrigena</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161104.20241212.9.2
title: <i>Natrialba</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161104.20251217.10
title: <i>Natrialba</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161105.20241212.9.2
title: <i>Natrialba</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161105.20251217.10
title: <i>Natrialba</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161106.20241212.9.2
title: <i>Natrialba</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161106.20251217.10
title: <i>Natrialba</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161107.20241212.9.2
title: <i>Natronorubrum</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161107.20251217.10
title: <i>Natronorubrum</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161108.20241212.9.2
title: <i>Haloarcula</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161108.20251217.10
title: <i>Haloarcula</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161109.20241212.9.2
title: <i>Haloarcula</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161109.20251217.10
title: <i>Haloarcula</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161110.20241212.9.2
title: <i>Natronorubrum</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161110.20251217.10
title: <i>Natronorubrum</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161111.20241212.9.2
title: <i>Campylobacter</i> <i>gracilis</i> (Tanner <i>et al.</i> 1981) Vandamme <i>et al.</i> 1995

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161111.20251217.10
title: <i>Campylobacter</i> <i>gracilis</i> (Tanner <i>et al.</i> 1981) Vandamme <i>et al.</i> 1995

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161112.20250331.9.3
title: <i>Campylobacter</i> <i>gracilis</i> (Tanner <i>et al.</i> 1981) Vandamme <i>et al.</i> 1995

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.5281/zenodo.18016490
title: CONUS soil moisture and attribute dataset

description: This dataset compiles in-situ soil moisture observations from the International Soil Moisture Network across the contiguous United States (CONUS). A total of 1,017 locations were selected, yielding approximately 3,200 soil moisture time series spanning depths from 0.05 to 1 m. Sites include both single-depth and multi-depth profiles (up to five layers). Temporal coverage extends from January 1, 2000 to December 31, 2020, with record lengths varying from short campaigns (3–6 months) to near-continuous 21-year observations.

Dynamic meteorological forcings were derived from ERA5-Land, DayMet, and NLDAS, enabling assessment of the impact of spatial resolution, temporal frequency, and data provenance on model performance and uncertainty. Static physiographic attributes were obtained from HydroATLAS.

All gridded inputs were extracted at exact station coordinates using a modified version of the Caravan data pipeline, adapted from watershed-based aggregation to point-scale data extraction suitable for soil moisture modeling. The resulting dataset provides a diverse and well-documented benchmark for training and evaluating data-driven soil moisture models across a wide range of hydroclimatic conditions in CONUS.