cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14902633
title: Regional Scale Simulations of Daily Suspended Sediment Concentration at Gauged and Ungauged rivers using Deep Learning

description: This repository contains data for the paper "Regional Scale Simulations of Daily Suspended Sediment Concentration at Gauged and Ungauged rivers using Deep Learning" by Abhinav Gupta and Dongmei Feng.

The data contained are: 

(1) Raw data to develop the models

(2) Python script to develop the LSTM models using pytorch

(3) Observed and LSTM simulated suspended sediment concentrations for the tetsing period 

(4) Developed LSTM models for gauged and ungauged scenarios

Each river is identified using a unique COMID. The USGS-station correspoding to a COMID is provided in the text file names 'gauge_info.txt'.

 

If you need assistance using this data, please contact Abhinav Gupta at abhigupta.1611@gmail.com.
DOI: 10.5281/zenodo.14902634
title: Regional Scale Simulations of Daily Suspended Sediment Concentration at Gauged and Ungauged rivers using Deep Learning

description: This repository contains data for the paper "Regional Scale Simulations of Daily Suspended Sediment Concentration at Gauged and Ungauged rivers using Deep Learning" by Abhinav Gupta and Dongmei Feng.

The data contained are: 

(1) Raw data to develop the models

(2) Python script to develop the LSTM models using pytorch

(3) Observed and LSTM simulated suspended sediment concentrations for the tetsing period 

(4) Developed LSTM models for gauged and ungauged scenarios

Each river is identified using a unique COMID. The USGS-station correspoding to a COMID is provided in the text file names 'gauge_info.txt'.

 

If you need assistance using this data, please contact Abhinav Gupta at abhigupta.1611@gmail.com.
DOI: 10.6084/m9.figshare.25055033
title: Plant community data and site environmental variables for "The large-scale restoration of fire and water regimes in Everglades National Park reveal little change in plant diversity along an elevational gradient."

description: Quantifying the response of plant diversity to large-scale restoration is essential for measuring management success. One of the world’s largest restoration efforts began in 2000 in the Everglades ecosystem in Florida, USA through the Comprehensive Everglades Restoration Plan (CERP). In coordination with ongoing fire management, this restoration effort aims to restore natural hydrologic and fire regimes in this dynamic ecosystem. Restored water and fire regimes in the Everglades interact along an elevational gradient between seasonally inundated marl prairie and frequently burned pine rockland on Long Pine Key (LPK) in Everglades National Park (ENP). To determine the effects of management on plant community richness and composition, we resampled transects spanning the elevational gradient between marl prairie and pine rockland initially sampled prior to the implementation of current restoration efforts (c. 1997-1999). We measured percent plant cover and developed generalized linear mixed models to determine the effects of fire frequency, average water depth, and elevation on plant species richness and composition across the two time periods.
DOI: 10.15468/dl.rhu8ca
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alpinia officinarum Hance",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 218 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263155-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ppfyb
title: Occurrence Download

description: A dataset containing 457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limida",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 457 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256952-220831081235567/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.25560837
title: Code and data

description: code and data for the paper "Lane-level discriminating and map updating for road restricted access areas based on driving record data"
DOI: 10.6084/m9.figshare.25560837.v1
title: Code and data

description: code and data for the paper "Lane-level discriminating and map updating for road restricted access areas based on driving record data"
DOI: 10.15468/dl.ca4zmj
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentianella sancti-mathaeii (R.C.Foster) T.N.Ho & S.W.Liu"
 ]
}

 The dataset includes 25 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226535-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xk6s49
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ampelopsis acutidentata W.T.Wang",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 31 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262790-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vdp6x
title: Occurrence Download

description: A dataset containing 2284 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iris ensata Thunb."
 ]
}

 The dataset includes 2284 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254384-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11068158
title: FRACTESUS_CCFE_ANP-5_R1C2LC

description: Fractesus project. Fracture test mini-CT. Raw data ANP-5. CCFE
DOI: 10.5281/zenodo.11068159
title: FRACTESUS_CCFE_ANP-5_R1C2LC

description: Fractesus project. Fracture test mini-CT. Raw data ANP-5. CCFE
DOI: 10.15468/dl.qn7m3h
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anaphalis elegans Y.Ling",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262801-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2hmp8
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delosperma lebomboense (L.Bolus) Lavis"
 ]
}

 The dataset includes 24 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018214-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8335401
title: MAR model simulations 1990-2020 for the EastGRIP drilling site in Greenland

description: MARv3.12 forced by 6-hourly ERA-5 reanalysis product outputs 

Simulation period 01/1990-12/2020

Model output given for closest grid cell to the EastGRIP drilling site (75.6 N, 36.0 W), model domain covers all of Greenland


MARv3.12 outputs used and described in:



Dietrich, L.J., Steen-Larsen, H.C., Wahl, S., Faber, A.K. and Fettweis, X., 2024. On the importance of the humidity flux for the surface mass balance in the accumulation zone of the Greenland Ice Sheet. The Cryosphere Discussions, https://doi.org/10.5194/tc-18-289-2024 

Dietrich, L.J., Steen-Larsen, H.C., Wahl, S., Jones, T.R., Town, M.S. and Werner, M., 2023. Snow-atmosphere humidity exchange at the ice sheet surface alters annual mean climate signals in ice core records. Geophysical Research Letters, https://doi.org/10.1029/2023GL104249.


Please, be encouraged to get in touch with me (Laura.Dietrich@uib.no) if you have any questions/research ideas regarding these model data. Data of other model variables or locations in the domain can be shared upon request.Data usage notice:

If you use any of these data you should refer to:

Dietrich, L.J., Steen-Larsen, H.C., Wahl, S., Faber, A.K. and Fettweis, X., 2024. On the importance of the humidity flux for the surface mass balance in the accumulation zone of the Greenland Ice Sheet. The Cryosphere Discussions, https://doi.org/10.5194/tc-18-289-2024
DOI: 10.15468/dl.56xf69
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amelanchier sinica (C.K.Schneid.) Chun",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 87 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262774-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uv9hk7
title: Occurrence Download

description: A dataset containing 3146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-123.43023 -25.40698,-10.98837 -25.40698,-10.98837 19.59302,-123.43023 19.59302,-123.43023 -25.40698))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Falco peregrinus Tunstall, 1771"
 ]
}

 The dataset includes 3146 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046140-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7v27qa
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nama hitchcockii J.D.Bacon"
 ]
}

 The dataset includes 55 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045166-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztnsy8
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-105.03539 18.7642,-103.58696 18.7642,-103.58696 20.02746,-105.03539 20.02746,-105.03539 18.7642))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ocimum basilicum L."
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226556-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrufev
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salpida",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 164 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256931-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxejux
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Abronia taeniata (Wiegmann, 1828)",
 "Year 2018-2023"
 ]
}

 The dataset includes 48 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226548-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qebsns
title: Occurrence Download

description: A dataset containing 428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stolidobranchia",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 428 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256925-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55hvfh
title: Occurrence Download

description: A dataset containing 458 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hesperis pycnotricha Borbás"
 ]
}

 The dataset includes 458 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241663-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czbby8
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amentotaxus formosana H.L.Li",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 148 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262780-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cebdg9
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-95.60424 19.28432,-95.19794 19.28432,-95.19794 19.33396,-95.60424 19.33396,-95.60424 19.28432))",
 "Geometry POLYGON((-95.37627 19.38727,-95.95354 19.05819,-95.95354 18.99568,-95.937 18.95156,-95.90758 18.8817,-95.83956 18.8339,-95.74396 18.79713,-95.70535 18.78242,-95.65387 18.75301,-95.59688 18.73646,-95.43694 18.71808,-95.33214 18.71991,-95.27699 18.72911,-95.23838 18.71072,-95.17587 18.71808,-95.15014 18.69785,-95.12807 18.68131,-94.74016 19.25674,-94.93136 19.26042,-95.14278 19.29903,-95.31376 19.3597,-95.33031 19.42037,-95.37627 19.38727))"
 ]
 },
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 126 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241631-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fb49jg
title: Occurrence Download

description: A dataset containing 5947 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Tanzania, United Republic of",
 "HasCoordinate is true",
 "TaxonKey is Aquila rapax (Temminck, 1828)"
 ]
}

 The dataset includes 5947 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262778-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ad34yu
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hesperis novakii F.Dvořák"
 ]
}

 The dataset includes 17 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241624-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vdt8t
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alstonia sebusii (Van Heurck & Müll.Arg.) Monach.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262772-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccwmv6
title: Occurrence Download

description: A dataset containing 4228 species occurrences available in GBIF matching the query:
{
 "GadmGid" : [
 "is CHL.8.1.8_1"
 ]
}

 The dataset includes 4228 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241641-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c64bcw
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amentotaxus yunnanensis H.L.Li",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262781-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g55aqj
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hesperis steveniana DC."
 ]
}

 The dataset includes 171 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241676-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rekrtu
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melpomene anazalea Sundue & Lehnert"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249017-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uequ3y
title: Occurrence Download

description: A dataset containing 2028 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA",
 "TaxonKey is Trichonephila clavata (L.Koch, 1878)"
 ]
}

 The dataset includes 2028 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241682-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqn8mx
title: Occurrence Download

description: A dataset containing 18587 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Effect of genetics and environment on gut bacteria in Anopheles and Aedes mosquitoes."
 ]
}

 The dataset includes 18587 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249036-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4x65a4
title: Occurrence Download

description: A dataset containing 59254 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliconia L."
 ]
}

 The dataset includes 59254 records from 593 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241692-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ea4vs5
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentianella sanctorum (Gilg) J.S.Pringle"
 ]
}

 The dataset includes 15 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226536-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wnckc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hesperis pseudoarmena F.Dvořák"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241661-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7u6ck
title: Occurrence Download

description: A dataset containing 1492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is one of (Dioxys tridentata (Nylander, 1848), Nomada villosa Thomson, 1870, Nomada obscura Zetterstedt, 1838, Nomada melathoracica Imhoff, 1834)"
 ]
}

 The dataset includes 1492 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249041-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9cpbua
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iris furcata M.Bieb."
 ]
}

 The dataset includes 128 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254396-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wb5w3p
title: Occurrence Download

description: A dataset containing 620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Unionida",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 620 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256930-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9c8cgs
title: Occurrence Download

description: A dataset containing 437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-126.87239 43.29864,-112.15723 43.29864,-112.15723 49.30901,-126.87239 49.30901,-126.87239 43.29864))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Syringa L."
 ]
}

 The dataset includes 437 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213218-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpjv2x
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iris fosteriana Aitch. & Baker"
 ]
}

 The dataset includes 35 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254393-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.