cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25581/spruce.125/2569521
title: SPRUCE Vegetation Phenology in Experimental Plots from PhenoCam Imagery, 2015-2024

description: This data set consists of PhenoCam data from the SPRUCE experiment from the beginning of whole ecosystem warming (Hanson et al. 2017) in August 2015 through March 31 of 2025 (2015-08-24 to 2025-03-31), with start- and end-of-season phenological transition dates derived through the end of autumn 2024. Digital cameras, or phenocams, installed in each SPRUCE enclosure track seasonal variation in vegetation “greenness”, a proxy for vegetation phenology and associated physiological activity. Three separate regions of interest (ROIs) were defined for each camera field of view, corresponding to different vegetation types and demarcating (1) Picea trees (vegetation type EN, for evergreen needleleaf); (2) Larix trees (vegetation type DN, for deciduous needleleaf); and (3) the mixed shrub layer (vegetation type SH). This data set consists of three sets of data files: (1) 3-day summary product files: One file for each camera and each ROI (i.e. vegetation type), characterizing vegetation color at a 3-day time step. • Contains 36 files in *.csv format inside a compressed (*.zip) file. (2) Transition date file: Estimates “greenness rising” (spring) and “greenness falling” (autumn) transition dates derived from the smoothed daily green chromatic coordinate (GCC) values, for each camera and each ROI (i.e., vegetation type). • Contains one file in *.csv format. (3) Snow flag files: Indicate days with snow on trees or snow on ground for each experimental enclosure. • Contains two files in *.csv format, one for snow on trees and one for snow on ground. This data set consists of two sets of companion files: (1) Accompanying HTML files show the 90th quantiles of the mean GCC plotted together with transition dates for each vegetation type and plot. • Contains three files in HTML format, one for each vegetation type. • One additional file in HTML format with the transition dates plotted for each vegetation type, by year. (2) R files for processing PhenoCam files and flags. • Contains five files in R file(*.R) format and the components of the phenocamr package (Version 1.1.4) used for calculating transition dates for 2015-2024. These are contained in a compressed (*.zip) file. User Note: All imagery is posted in near-real time to the PhenoCam Project web page (https://phenocam.nau.edu), where it is publicly available. Scroll to “spruce” in the Gallery or link directly to the 29 SPRUCE cameras at https://tinyurl.com/sprucecams. This data set is based on the complete camera record from SPRUCE and supersedes all previously released PhenoCam datasets (see Related Data Sets). The estimated transition dates for previously released datasets may differ slightly (in most cases, by ±3 days or less), because following standard PhenoCam processing protocols (Richardson et al. 2018, Scientific Data), smoothing and interpolation, outlier removal, and transition date estimation are always conducted using the full data record.
DOI: 10.15468/dl.f9wzsj
title: Occurrence Download

description: A dataset containing 1057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Progomphus borealis McLachlan, 1873"
 ]
}

 The dataset includes 1057 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050115-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11139659
title: Effect of earth-air and temperature variation on the concentration of CO2 in the soil in extremely arid regions
DOI: 10.5281/zenodo.15679158
title: Effect of earth-air and temperature variation on the concentration of CO2 in the soil in extremely arid regions
DOI: 10.15468/dl.ym8cc9
title: Occurrence Download

description: A dataset containing 32111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Malaysia, Thailand, Cambodia, Myanmar, Lao People’s Democratic Republic, Viet Nam)",
 "OccurrenceStatus is Present",
 "TaxonKey is Dipterocarpaceae"
 ]
}

 The dataset includes 32111 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050116-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tytg2v
title: Occurrence Download

description: A dataset containing 1672947 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-04-21",
 "EventDate is less than or equal to 2025-05-21",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 1672947 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050104-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/53nq-6x20
title: "Investigation of the Characteristics  of Controlled Metasurfaces Containing Layers  of Vanadium Dioxide and Graphene"

description: "The method of volumetric integro-differential equation is used to study diffraction in the IR and THz ranges on a two-dimensional periodic grating (metasurfaces). The results of calculations showing changes in the reflection and transmission coefficients with changes in the temperature of VO2 and the chemical potential of graphene are presented."
DOI: 10.15468/dl.q2hm67
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum glandulopaniculatum Renvoize",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050117-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfxgb9
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum glandulopaniculatum Renvoize",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050118-250525065834625/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.29179871
title: eqnorm-mptrj 2025-06-16-wbm-IS2RE-FIRE-symprec=1e-5-moyo=0.4.2.csv.gz

description: eqnorm-mptrj 2025-06-16-wbm-IS2RE-FIRE-symprec=1e-5-moyo=0.4.2.csv.gz
DOI: 10.6084/m9.figshare.29179871.v2
title: eqnorm-mptrj 2025-06-16-wbm-IS2RE-FIRE-symprec=1e-5-moyo=0.4.2.csv.gz

description: eqnorm-mptrj 2025-06-16-wbm-IS2RE-FIRE-symprec=1e-5-moyo=0.4.2.csv.gz
DOI: 10.6084/m9.figshare.29179871.v1
title: eqnorm-mptrj-1.0 2025-05-28-wbm-IS2RE-FIRE-symprec=1e-5-moyo=0.4.2.csv.gz

description: eqnorm-mptrj-1.0 2025-05-28-wbm-IS2RE-FIRE-symprec=1e-5-moyo=0.4.2.csv.gz
DOI: 10.15468/dl.z46j5e
title: Occurrence Download

description: A dataset containing 1220372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aconitum septentrionale Koelle, Thalictrum minus L., Carex globularis L., Avenella flexuosa (L.) Drejer, Solidago virgaurea L.)",
 "Geometry POLYGON ((-180 45.53015, 180 45.53015, 180 83.62313, -180 83.62313, -180 45.53015))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 50000"
 ]
}

 The dataset includes 1220372 records from 1030 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050109-250525065834625/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.30149266
title: Sub table 2B.xlsx

description: CAZyme were found in significant co-exprressed genes
DOI: 10.6084/m9.figshare.30149266.v1
title: Sub table 2B.xlsx

description: CAZyme were found in significant co-exprressed genes
DOI: 10.15468/dl.kaqxv9
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paratherina wolterecki)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011370-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6h7jxk
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnanthes douglasii",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 38 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011371-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fubxe3
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnanthes douglasii",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011372-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3vp66
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnanthes douglasii",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011369-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xks9kw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leukoma ecuadoriana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011373-250914085247600/datasets/export for details.
DOI: 10.15468/dl.6c97et
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leukoma grata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 46 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011374-250914085247600/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.29632964
title: Data of paper “An Improved Physical Model for Open Channel Confluences： Bridging the Gap between Laboratory and Field Observations”

description: This study addresses the discrepancies between flow structures and bed features observed in natural river confluences and those reproduced in laboratory experiments. An improved, generalized physical model is proposed to better replicate typical characteristics of natural confluences—such as rounded downstream confluence corners, high width-to-depth ratios in the downstream channel, and downstream channel widening relative to the upstream. Using flow parameters commonly found in natural settings, a series of flume experiments were conducted to measure flow structures and bed morphology. The results revealed flow and bed characteristics more representative of natural conditions, including the absence of a separation zone and the formation of a scour hole originating at the upstream junction corner. Furthermore, the study establishes the relationship between bed evolution and flow structure, identifying the dominant driver of scour hole formation as the intense turbulent kinetic energy and high shear stress within the shear layer.
DOI: 10.6084/m9.figshare.29632964.v2
title: Data of paper “An Improved Physical Model for Open Channel Confluences： Bridging the Gap between Laboratory and Field Observations”

description: This study addresses the discrepancies between flow structures and bed features observed in natural river confluences and those reproduced in laboratory experiments. An improved, generalized physical model is proposed to better replicate typical characteristics of natural confluences—such as rounded downstream confluence corners, high width-to-depth ratios in the downstream channel, and downstream channel widening relative to the upstream. Using flow parameters commonly found in natural settings, a series of flume experiments were conducted to measure flow structures and bed morphology. The results revealed flow and bed characteristics more representative of natural conditions, including the absence of a separation zone and the formation of a scour hole originating at the upstream junction corner. Furthermore, the study establishes the relationship between bed evolution and flow structure, identifying the dominant driver of scour hole formation as the intense turbulent kinetic energy and high shear stress within the shear layer.
DOI: 10.6084/m9.figshare.29632964.v1
title: 论文“An Improved Physical Model for Open Channel Confluences： Bridging the Gap between Laboratory and Field Observations”数据

description: 本研究解决了在自然河流汇合处观察到的流动结构和河床特征与实验室实验中重现的流动结构和河床特征之间的差异。提出了一种改进的广义物理模型，以更好地复制自然汇合的典型特征，例如下游汇合角的圆形、下游河道的高宽深比以及下游河道相对于上游的加宽。使用自然环境中常见的流动参数，进行了一系列水槽实验来测量流动结构和河床形态。结果揭示了更能代表自然条件的流动和河床特征，包括没有分离区和形成源自上游交界角的冲刷孔。此外，该研究还建立了床层演化与流动结构之间的关系，确定了冲刷孔形成的主要驱动因素是剪切层内强烈的湍流动能和高剪应力。
DOI: 10.15468/dl.q68bfg
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oxynoemacheilus bureschi)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 65 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011375-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29rm7q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnanthes douglasii",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011377-250914085247600/datasets/export for details.
DOI: 10.15468/dl.vkwb7p
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnanthes douglasii",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011378-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvxfdh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnanthes douglasii",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011376-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/gw7niq
title: Model Predictions of Future Ecosystem Dynamics in California’s Sierra Nevada

description: The datasets provide simulations of future ecosystem dynamics in California’s Sierra Nevada produced with the Ecosystem Demography model version 2.2 (ED2.2; https://github.com/EDmodel/ED2). Simulations were initialized with the Global Ecosystem Dynamics Investigation (GEDI) L2B Canopy Cover and Vertical Profile Metrics Data, Global Footprint Level V002 (https://search.earthdata.nasa.gov/). Annual model outputs are available for 2020–2099 at four Critical Zone Observatory (CZO) flux-tower sites: San Joaquin Experimental Range (SJER), Soaproot Saddle, Providence Creek (P301), and Shorthair Creek. HDF5 file prefixes denote sites as follows: soilGRID0100 = SJER, soilGRID0982 = Soaproot, soilGRID0716 = P301, and soilGRID0649 = Shorthair. The datasets include annual time series of ecosystem states, such as diameter at breast height (DBH, cm), above-ground biomass per cohort (AGB_CO, kg C/plant), above-ground biomass growth (AGB_GROWTH, kg C/m²/yr), and mortality (AGB_MORT, kg C/m²/yr). Soil carbon pools are also provided, including the fast pool (FAST_SOIL_C) representing metabolic litter and microbes, the structural pool (STRUCTURAL_SOIL_C) representing structural debris, and the slow pool (SLOW_SOIL_C) representing humified and passive carbon (all in kgC/m²).
DOI: 10.15468/dl.2hnx3q
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leukoma laciniata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 48 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011379-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17144367
title: Estimating air-sea fluxes of CO2 in the river influenced northern Gulf of Mexico shelf utilizing 226Ra-222Rn disequilibria
DOI: 10.5281/zenodo.17144366
title: Estimating air-sea fluxes of CO2 in the river influenced northern Gulf of Mexico shelf utilizing 226Ra-222Rn disequilibria
DOI: 10.34740/kaggle/dsv/13089923
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.f972gt
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Peru",
 "Geometry POLYGON((-81.70678 -4.47190,-78.93093 -4.47190,-78.93093 -3.36217,-81.70678 -3.36217,-81.70678 -4.47190))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Polinices panamaensis"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011380-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpkvjn
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnanthes douglasii",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011382-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jn58k8
title: Occurrence Download

description: A dataset containing 1075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnanthes douglasii",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1075 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011383-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g9s52g
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnanthes douglasii",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 120 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011381-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4v5q4g
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Neonoemacheilus labeosus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011384-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17144415
title: Zambia Electric Vehicle adoption – Attitudes and Preferences Survey (EV-APS)
DOI: 10.5281/zenodo.17144416
title: Zambia Electric Vehicle adoption – Attitudes and Preferences Survey (EV-APS)