cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25584/2424127
title: Simulated wildfire burned area over the CONUS during 2001-2020

description: Wildfires have shown increasing trends in both frequency and severity across the Contiguous United States (CONUS). However, process-based fire models have difficulties in accurately simulating the burned area over the CONUS due to a simplification of the physical process and cannot capture the interplay among fire, ignition, climate, and human activities. The deficiency of burned area simulation deteriorates the description of fire impact on energy balance, water budget, and carbon fluxes in the Earth System Models (ESMs). Alternatively, machine learning (ML) based fire models, which capture statistical relationships between the burned area and environmental factors, have shown promising burned area predictions and corresponding fire impact simulation. We develop a hybrid framework (ML4Fire-XGB) that integrates a pretrained eXtreme Gradient Boosting (XGBoost) wildfire model with the Energy Exascale Earth System Model (E3SM) land model (ELM). A Fortran-C-Python deep learning bridge is adapted to support online communication between ELM and the ML fire model. Specifically, the burned area predicted by the ML-based wildfire model is directly passed to ELM to adjust the carbon pool and vegetation dynamics after disturbance, which are then used as predictors in the ML-based fire model in the next time step. Evaluated against the historical burned area from Global Fire Emissions Database 5 from 2001-2020, the ML4Fire-XGB model outperforms process-based fire models in terms of spatial distribution and seasonal variations. Sensitivity analysis confirms that the ML4Fire-XGB well captures the responses of the burned area to rising temperatures. The ML4Fire-XGB model has proved to be a new tool for studying vegetation-fire interactions, and more importantly, enables seamless exploration of climate-fire feedback, working as an active component in E3SM.
DOI: 10.5281/zenodo.8415562
title: Dataset for "CANVAS: An adjoint waveform tomography model of California and Nevada"

description: This dataset includes the model files for the California-Nevada Adjoint Simulations (CANVAS) adjoint waveform tomography model. The model is provided in NetCDF format. The HDF5 file provided is for importing the model into Salvus (Afanasiev et al., 2019; mondaic.com) An EventXML file is also provided with information on the events used to calculate the model.

 

Information on the construction of the model can be found in the accompanying publication:

Doody, C., Rodgers, A., Afanasiev, M., Boehm, C., Krischer, L., Chiang, A., & Simmons, N. (2023). CANVAS: An adjoint waveform tomography model of California and Nevada. Journal of Geophysical Research: Solid Earth, 128(12). https://doi.org/10.1029/2023JB027583

 

This effort was support by Lawrence Livermore National Laboratory's Laboratory Directed Research and Development project 20-ERD-008.  This work was performed under the auspices of the U.S. Department of Energy by Lawrence Livermore National Laboratory under Contract DE-AC52-07NA27344. LLNL-MI-856789
DOI: 10.15468/dl.9qpc75
title: Occurrence Download

description: A dataset containing 505 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["5334525"],"matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["Preserved Specimen","Material Citation"],"matchCase":false}]}

 The dataset includes 505 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045082-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13160946
title: Binary black-hole simulation SXS:BBH:0879

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13160947
title: Binary black-hole simulation SXS:BBH:0879

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.15468/dl.u6aney
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Juncus chiapasensis Balslev"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045083-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cpuu4e
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((149.734948 -32.690382, 149.734948 -32.694874, 149.739439 -32.694874, 149.739439 -32.690382, 149.734948 -32.690382)), ((149.739439 -32.694874, 149.739439 -32.69712, 149.748422 -32.69712, 149.748422 -32.694874, 149.739439 -32.694874)))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045084-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13160950
title: Binary black-hole simulation SXS:BBH:0830

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13160951
title: Binary black-hole simulation SXS:BBH:0830

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.15468/dl.yb8r5f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.164515 -32.694874, 149.164515 -32.69712, 149.171252 -32.69712, 149.171252 -32.694874, 149.164515 -32.694874))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045085-240626123714530/datasets/export for details.
DOI: 10.15468/dl.xa9cfj
title: Occurrence Download

description: A dataset containing 1889 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["2993394"],"matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["Preserved Specimen","Material Citation"],"matchCase":false}]}

 The dataset includes 1889 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045086-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13160952
title: Binary black-hole simulation SXS:BBH:0979

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13160953
title: Binary black-hole simulation SXS:BBH:0979

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13160958
title: Binary black-hole simulation SXS:BBH:0670

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13160959
title: Binary black-hole simulation SXS:BBH:0670

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.15468/dl.s896ax
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.393586 -32.694874, 149.393586 -32.69712, 149.395832 -32.69712, 149.395832 -32.694874, 149.393586 -32.694874))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045087-240626123714530/datasets/export for details.
DOI: 10.15468/dl.qkg8pr
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((38.793201133144464 29.508493396445644,42.793201133144464 29.508493396445644,42.793201133144464 33.508493396445644,38.793201133144464 33.508493396445644,38.793201133144464 29.508493396445644))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 158 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045089-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8eh33
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((38.793201133144464 29.508493396445644,42.793201133144464 29.508493396445644,42.793201133144464 33.508493396445644,38.793201133144464 33.508493396445644,38.793201133144464 29.508493396445644))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 158 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045090-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vz2489
title: Occurrence Download

description: A dataset containing 11734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Formicidae",
 "Year 2018-2018"
 ]
}

 The dataset includes 11734 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045088-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13148446
title: Data files for the tabulated MESA equation of state in the Phantom smoothed particle hydrodynamics and magnetohydrodynamics code

description: ** These tables are automatically downloaded from this repository when running phantom **This tabulated equation of state in PHANTOM is adapted from the logPgas − Temperature equation of state tables provided with the open source package Modules for Experiments in Stellar Astrophysics MESA (Paxton et al. 2011). Details of the data, originally compiled from blends of equations of state from Saumon, Chabrier, & van Horn (1995) (SCVH), Timmes & Swesty (2000), Rogers & Nayfonov (2002, also the 2005 update), Potekhin & Chabrier (2010) and for an ideal gas, are outlined by Paxton et al. (2011).

Code to read these tables is available as part of phantom (src/main/eos_mesa.f90). The original version of these tables and the module to read them was contributed by Tom Constantino from the MUSIC code (Goffrey et al. 2017), and the phantom implementation described in Price et al. (2018).The current tables were created by Tom Reichardt for the paper Reichardt et al. (2020):https://ui.adsabs.harvard.edu/abs/2020MNRAS.494.5333R/abstract




Figure 1 in Reichardt et al. (2020) shows the pressure, temperature, Gamma and P/Pideal shown as a function of internal energy and density from these tables
DOI: 10.5281/zenodo.13148447
title: Data files for the tabulated MESA equation of state in the Phantom smoothed particle hydrodynamics and magnetohydrodynamics code

description: ** These tables are automatically downloaded from this repository when running phantom **This tabulated equation of state in PHANTOM is adapted from the logPgas − Temperature equation of state tables provided with the open source package Modules for Experiments in Stellar Astrophysics MESA (Paxton et al. 2011). Details of the data, originally compiled from blends of equations of state from Saumon, Chabrier, & van Horn (1995) (SCVH), Timmes & Swesty (2000), Rogers & Nayfonov (2002, also the 2005 update), Potekhin & Chabrier (2010) and for an ideal gas, are outlined by Paxton et al. (2011).

Code to read these tables is available as part of phantom (src/main/eos_mesa.f90). The original version of these tables and the module to read them was contributed by Tom Constantino from the MUSIC code (Goffrey et al. 2017), and the phantom implementation described in Price et al. (2018).The current tables were created by Tom Reichardt for the paper Reichardt et al. (2020):https://ui.adsabs.harvard.edu/abs/2020MNRAS.494.5333R/abstract




Figure 1 in Reichardt et al. (2020) shows the pressure, temperature, Gamma and P/Pideal shown as a function of internal energy and density from these tables
DOI: 10.5281/zenodo.13160962
title: Binary black-hole simulation SXS:BBH:0673

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13160963
title: Binary black-hole simulation SXS:BBH:0673

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.15468/dl.mpf88h
title: Occurrence Download

description: A dataset containing 975 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["3190615"],"matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["Preserved Specimen","Material Citation"],"matchCase":false}]}

 The dataset includes 975 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045092-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5rw2s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.941561 -32.699365, 149.941561 -32.701611, 149.943807 -32.701611, 149.943807 -32.699365, 149.941561 -32.699365))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045094-240626123714530/datasets/export for details.
DOI: 10.15468/dl.dmhy52
title: Occurrence Download

description: A dataset containing 1220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ardisia compressa Kunth"
 ]
}

 The dataset includes 1220 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045095-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tn7aqz
title: Occurrence Download

description: A dataset containing 20946017 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Chinese Taipei"
 ]
}

 The dataset includes 20946017 records from 1643 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045059-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/baj-1tx-jy7
title: Lactuca scariola var. integrifolia (Bogenh.) G. Beck

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r35-qjs-g0m
title: Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5517/ccphlvl
title: CCDC 640610: Experimental Crystal Structure Determination

description: Related Article: N.Nieto, I.J.Munslow, J.Barr, J.Benet-Buchholz, A.Vidal-Ferran|2008|Org.Biomol.Chem.|6|2276|doi:10.1039/b801922c
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqfg5r
title: CCDC 668334: Experimental Crystal Structure Determination

description: Related Article: R.Chandrasekar, F.Schramm, O.Fuhr, M.Ruben|2008|Eur.J.Inorg.Chem.|2008|2649|doi:10.1002/ejic.200800212
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.3535/0hl-dzy-3p7
title: Ulmus minor Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cmy-d1m-bm9
title: Aconitum napellus subsp. lobelii Mucher

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5517/ccqpyjv
title: CCDC 676498: Experimental Crystal Structure Determination

description: Related Article: L.Tebben, G.Kehr, R.Frohlich, G.Erker|2008|Eur.J.Inorg.Chem.|2008|2654|doi:10.1002/ejic.200800379
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqpykw
title: CCDC 676499: Experimental Crystal Structure Determination

description: Related Article: L.Tebben, G.Kehr, R.Frohlich, G.Erker|2008|Eur.J.Inorg.Chem.|2008|2654|doi:10.1002/ejic.200800379
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqpylx
title: CCDC 676500: Experimental Crystal Structure Determination

description: Related Article: L.Tebben, G.Kehr, R.Frohlich, G.Erker|2008|Eur.J.Inorg.Chem.|2008|2654|doi:10.1002/ejic.200800379
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.3535/2k1-c4b-1dh
title: Galium L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2m2-bdz-d69
title: Hypericum maculatum Crantz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/419-vjd-3yc
title: Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5517/ccqmd8z
title: CCDC 674041: Experimental Crystal Structure Determination

description: Related Article: M.von der Grun, R.Gleiter, F.Rominger|2008|Eur.J.Inorg.Chem.|2008|2664|doi:10.1002/ejic.200800088
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqmd90
title: CCDC 674042: Experimental Crystal Structure Determination

description: Related Article: M.von der Grun, R.Gleiter, F.Rominger|2008|Eur.J.Inorg.Chem.|2008|2664|doi:10.1002/ejic.200800088
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.3535/bef-ff8-x8c
title: Lactuca quercina L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ma9-azd-ed9
title: Silene pusilla Waldst. & Kit.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rj9-kxn-aet
title: Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5517/ccqmdb1
title: CCDC 674043: Experimental Crystal Structure Determination

description: Related Article: M.von der Grun, R.Gleiter, F.Rominger|2008|Eur.J.Inorg.Chem.|2008|2664|doi:10.1002/ejic.200800088
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqmdc2
title: CCDC 674044: Experimental Crystal Structure Determination

description: Related Article: M.von der Grun, R.Gleiter, F.Rominger|2008|Eur.J.Inorg.Chem.|2008|2664|doi:10.1002/ejic.200800088
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.3535/6d1-1lf-72v
title: Aconitum lycoctonum subsp. vulparia (Rchb.) Ces.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/eqy-geq-fqk
title: Stachys sylvatica L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/seb-1fg-why
title: Aconitum pilipes (Rchb.) Gáyer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w7f-nhj-92a
title: Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5517/ccqj3t4
title: CCDC 670896: Experimental Crystal Structure Determination

description: Related Article: A.Marchi, E.Marchesi, L.Marvelli, P.Bergamini, V.Bertolasi, V.Ferretti|2008|Eur.J.Inorg.Chem.|2008|2670|doi:10.1002/ejic.200800114
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqmdd3
title: CCDC 674045: Experimental Crystal Structure Determination

description: Related Article: M.von der Grun, R.Gleiter, F.Rominger|2008|Eur.J.Inorg.Chem.|2008|2664|doi:10.1002/ejic.200800088
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.3535/4ex-w99-krh
title: Agrimonia procera Wallr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4ss-fz6-3wg
title: Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8ez-y0z-bd3
title: Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.