cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ddqnks
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Limnocaridina latipes, Limnocaridina parvula, Limnocaridina retarius, Limnocaridina similis, Limnocaridina socius, Limnocaridina spinipes, Limnocaridina tanganyikae, Macrobrachium australe, Macrobrachium chevalieri, Macrobrachium dolichodactylus, Macrobrachium dux, Macrobrachium equidens, Macrobrachium felicinum, Macrobrachium foai, Macrobrachium hirtimanus, Macrobrachium idae, Macrobrachium idella, Macrobrachium idella idella, Macrobrachium lar, Macrobrachium lepidactylus, Macrobrachium lujae, Macrobrachium macrobrachion, Macrobrachium moorei, Macrobrachium niloticum, Macrobrachium patsa, Macrobrachium petersii, Macrobrachium raridens, Macrobrachium rude, Macrobrachium scabriculum, Macrobrachium scorteccii, Macrobrachium sollaudii, Macrobrachium therezieni, Macrobrachium thysi, Macrobrachium vollenhovenii, Macrobrachium zariquieyi, Madagapotamon humberti, Malagasya antongilensis, Maritimonautes calcaratus, Maritimonautes choloensis, Maritimonautes namuliensis, Maritimonautes obesus, Marojejy longimerus, Monsamnis carpolongus, Namibcypris costata, Orconectes limosus, Palaemon capensis, Palaemonetes mesogenitor, Parisia dentata, Parisia edentata, Parisia macrophthalma, Parisia microphthalma, Platythelphusa armata, Platythelphusa conculcata, Platythelphusa denticulata, Platythelphusa echinata, Platythelphusa immaculata, Platythelphusa maculata, Platythelphusa polita, Platythelphusa praelongata, Platythelphusa tuberculata, Potamalpheops haugi, Potamalpheops monodi, Potamon algeriense, Potamon potamios, Potamonautes acristatus, Potamonautes alluaudi, Potamonautes amalerensis, Potamonautes anchietae, Potamonautes ballayi, Potamonautes barbarai, Potamonautes barnardi, Potamonautes bayonianus, Potamonautes baziya, Potamonautes berardi, Rotundopotamonautes berardi, Potamonautes brincki, Potamonautes clarus, Potamonautes congoensis, Acanthothelphusa congoensis, Potamonautes danielsi, Potamonautes dentatus, Potamonautes depressus, Potamonautes didieri, Acanthothelphusa didieri, Potamonautes dubius, Potamonautes dybowskii, Acanthothelphusa dybowskii, Potamonautes ecorssei, Occidensonautes ecorssei, Potamonautes emini, Rotundopotamonautes emini, Potamonautes flavusjo, Potamonautes gerdalensis, Arcopotamonautes gerdalensis, Potamonautes gonocristatus, Rotundopotamonautes gonocristatus, Potamonautes granularis, Potamonautes idjwiensis, Potamonautes ignestii, Rotundopotamonautes ignestii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((57.0534 -10.8396,57.1988 -10.5508,57.1156 -10.1867,56.7115 -9.8521,56.2347 -9.9832,56.0941 -10.3875,56.3286 -10.8413,56.6862 -10.991,57.0534 -10.8396))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030808-250827131500795/datasets/export for details.
DOI: 10.15468/dl.qp3b8d
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030810-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rg924x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Limnocaridina latipes, Limnocaridina parvula, Limnocaridina retarius, Limnocaridina similis, Limnocaridina socius, Limnocaridina spinipes, Limnocaridina tanganyikae, Macrobrachium australe, Macrobrachium chevalieri, Macrobrachium dolichodactylus, Macrobrachium dux, Macrobrachium equidens, Macrobrachium felicinum, Macrobrachium foai, Macrobrachium hirtimanus, Macrobrachium idae, Macrobrachium idella, Macrobrachium idella idella, Macrobrachium lar, Macrobrachium lepidactylus, Macrobrachium lujae, Macrobrachium macrobrachion, Macrobrachium moorei, Macrobrachium niloticum, Macrobrachium patsa, Macrobrachium petersii, Macrobrachium raridens, Macrobrachium rude, Macrobrachium scabriculum, Macrobrachium scorteccii, Macrobrachium sollaudii, Macrobrachium therezieni, Macrobrachium thysi, Macrobrachium vollenhovenii, Macrobrachium zariquieyi, Madagapotamon humberti, Malagasya antongilensis, Maritimonautes calcaratus, Maritimonautes choloensis, Maritimonautes namuliensis, Maritimonautes obesus, Marojejy longimerus, Monsamnis carpolongus, Namibcypris costata, Orconectes limosus, Palaemon capensis, Palaemonetes mesogenitor, Parisia dentata, Parisia edentata, Parisia macrophthalma, Parisia microphthalma, Platythelphusa armata, Platythelphusa conculcata, Platythelphusa denticulata, Platythelphusa echinata, Platythelphusa immaculata, Platythelphusa maculata, Platythelphusa polita, Platythelphusa praelongata, Platythelphusa tuberculata, Potamalpheops haugi, Potamalpheops monodi, Potamon algeriense, Potamon potamios, Potamonautes acristatus, Potamonautes alluaudi, Potamonautes amalerensis, Potamonautes anchietae, Potamonautes ballayi, Potamonautes barbarai, Potamonautes barnardi, Potamonautes bayonianus, Potamonautes baziya, Potamonautes berardi, Rotundopotamonautes berardi, Potamonautes brincki, Potamonautes clarus, Potamonautes congoensis, Acanthothelphusa congoensis, Potamonautes danielsi, Potamonautes dentatus, Potamonautes depressus, Potamonautes didieri, Acanthothelphusa didieri, Potamonautes dubius, Potamonautes dybowskii, Acanthothelphusa dybowskii, Potamonautes ecorssei, Occidensonautes ecorssei, Potamonautes emini, Rotundopotamonautes emini, Potamonautes flavusjo, Potamonautes gerdalensis, Arcopotamonautes gerdalensis, Potamonautes gonocristatus, Rotundopotamonautes gonocristatus, Potamonautes granularis, Potamonautes idjwiensis, Potamonautes ignestii, Rotundopotamonautes ignestii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((63.2761 -20.2678,63.6834 -20.2184,63.9886 -19.8334,63.9308 -19.4311,63.5893 -19.1874,63.1146 -19.2368,62.8095 -19.6209,62.8573 -19.9632,63.2761 -20.2678))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030811-250827131500795/datasets/export for details.
DOI: 10.15468/dl.7guec3
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudeutropius brachypopterus)",
 "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/0030812-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wb9fap
title: Occurrence Download

description: A dataset containing 259547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platalea leucorodia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((40.81373 29.26705, 40.81373 50.94, -6.6 50.94, -6.6 29.26705, 40.81373 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 259547 records from 585 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030691-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/7xks-azzt
title: Measurement of Inorganics in precipitation at Appelscha

description: Measurement of Inorganics in precipitation at Appelscha
DOI: 10.48597/96tk-zx7w
title: Measurement of Inorganics in precipitation at Waldhof

description: Measurement of Inorganics in precipitation at Waldhof
DOI: 10.48597/9hyp-3ttq
title: Measurement of Sulphur_dioxide at Ivan Sedlo

description: Measurement of Sulphur_dioxide at Ivan Sedlo
DOI: 10.48597/9mdv-bwf7
title: Measurement of Inorganics in precipitation at Kamenicki vis

description: Measurement of Inorganics in precipitation at Kamenicki vis
DOI: 10.48597/ad3v-67s9
title: Measurement of Inorganics in precipitation at Narbuvoll

description: Measurement of Inorganics in precipitation at Narbuvoll
DOI: 10.48597/at5h-reqq
title: Measurement of Inorganics in air and particle phase at Rekken

description: Measurement of Inorganics in air and particle phase at Rekken
DOI: 10.48597/aw3k-75tt
title: Measurement of Sulphate_total at Rekken

description: Measurement of Sulphate_total at Rekken
DOI: 10.48597/b3g6-kbcz
title: Measurement of Sulphate_total at Rekken

description: Measurement of Sulphate_total at Rekken
DOI: 10.48597/bsd3-4x7x
title: Measurement of Inorganics in precipitation at Kamenicki vis

description: Measurement of Inorganics in precipitation at Kamenicki vis
DOI: 10.48597/btfk-d6ze
title: Measurement of Inorganics in air and particle phase at Eibergen

description: Measurement of Inorganics in air and particle phase at Eibergen
DOI: 10.48597/bxrc-dznk
title: Measurement of Sulphur_dioxide at Stoke Ferry

description: Measurement of Sulphur_dioxide at Stoke Ferry
DOI: 10.48597/by5x-yu4c
title: Measurement of Sulphur_dioxide at Eibergen

description: Measurement of Sulphur_dioxide at Eibergen
DOI: 10.48597/c2h3-wwap
title: Measurement of Inorganics in precipitation at Rekken

description: Measurement of Inorganics in precipitation at Rekken
DOI: 10.48597/e3mt-dkv9
title: Measurement of Sulphur_dioxide at Masun

description: Measurement of Sulphur_dioxide at Masun
DOI: 10.48597/enk3-698w
title: Measurement of Inorganics in precipitation at Masun

description: Measurement of Inorganics in precipitation at Masun
DOI: 10.48597/eq9j-smc2
title: Measurement of Sulphur_dioxide at Hohenwestedt

description: Measurement of Sulphur_dioxide at Hohenwestedt
DOI: 10.48597/erm6-72rd
title: Measurement of Sulphate_total at Lesogorsky

description: Measurement of Sulphate_total at Lesogorsky
DOI: 10.48597/euba-37n2
title: Measurement of Sulphur_dioxide at Witteveen

description: Measurement of Sulphur_dioxide at Witteveen
DOI: 10.48597/fpwp-zn98
title: Measurement of Sulphur_dioxide at Appelscha

description: Measurement of Sulphur_dioxide at Appelscha
DOI: 10.48597/fttt-qbjx
title: Measurement of Inorganics in precipitation at Masun

description: Measurement of Inorganics in precipitation at Masun
DOI: 10.48597/geme-ta3y
title: Measurement of Inorganics in air and particle phase at Eibergen

description: Measurement of Inorganics in air and particle phase at Eibergen
DOI: 10.48597/ghwz-f78t
title: Measurement of Sulphur_dioxide at Arkona

description: Measurement of Sulphur_dioxide at Arkona
DOI: 10.48597/gxwq-f9af
title: Measurement of Sulphur_dioxide at Deuselbach

description: Measurement of Sulphur_dioxide at Deuselbach
DOI: 10.48597/h526-r4nq
title: Measurement of Inorganics in precipitation at Deuselbach

description: Measurement of Inorganics in precipitation at Deuselbach
DOI: 10.48597/hkns-puqr
title: Measurement of Sulphur_dioxide at Witteveen

description: Measurement of Sulphur_dioxide at Witteveen
DOI: 10.48597/jszn-6bq9
title: Measurement of Inorganics in precipitation at Jungfraujoch

description: Measurement of Inorganics in precipitation at Jungfraujoch
DOI: 10.48597/jtt2-9ag4
title: Measurement of Inorganics in precipitation at Westerland

description: Measurement of Inorganics in precipitation at Westerland
DOI: 10.48597/jvkt-3y4u
title: Measurement of Nitrate at Brotjacklriegel

description: Measurement of Nitrate at Brotjacklriegel
DOI: 10.48597/kamd-tbf3
title: Measurement of Sulphate_total at Hohenwestedt

description: Measurement of Sulphate_total at Hohenwestedt
DOI: 10.48597/kbhu-wt9s
title: Measurement of Inorganics in precipitation at Zavizan

description: Measurement of Inorganics in precipitation at Zavizan
DOI: 10.48597/kdeh-mrek
title: Measurement of Inorganics in air and particle phase at Lesogorsky

description: Measurement of Inorganics in air and particle phase at Lesogorsky
DOI: 10.48597/knmk-esw5
title: Measurement of Inorganics in precipitation at Brotjacklriegel

description: Measurement of Inorganics in precipitation at Brotjacklriegel
DOI: 10.48597/mm6p-bwdp
title: Measurement of Sulphur_dioxide at Witteveen

description: Measurement of Sulphur_dioxide at Witteveen
DOI: 10.48597/mz8t-usef
title: Measurement of Inorganics in precipitation at Westerland

description: Measurement of Inorganics in precipitation at Westerland
DOI: 10.48597/n44s-mux2
title: Measurement of Inorganics in precipitation at Kamenicki vis

description: Measurement of Inorganics in precipitation at Kamenicki vis
DOI: 10.48597/nrgu-azne
title: Measurement of Sulphur_dioxide at Rodenberg

description: Measurement of Sulphur_dioxide at Rodenberg
DOI: 10.48597/nvam-g4yr
title: Measurement of Sulphur_dioxide at Puntijarka

description: Measurement of Sulphur_dioxide at Puntijarka
DOI: 10.48597/p5kx-ydrx
title: Measurement of Sulphur_dioxide at Brotjacklriegel

description: Measurement of Sulphur_dioxide at Brotjacklriegel
DOI: 10.48597/p9mm-y2sc
title: Measurement of Sulphur_dioxide at Witteveen

description: Measurement of Sulphur_dioxide at Witteveen
DOI: 10.48597/pzf3-pwzb
title: Measurement of Benz_a_anthracene at Aspvreten

description: Measurement of Benz_a_anthracene at Aspvreten
DOI: 10.48597/q44h-nr9d
title: Measurement of Sulphate_total at Lesogorsky

description: Measurement of Sulphate_total at Lesogorsky
DOI: 10.48597/qb4h-cjhf
title: Measurement of Inorganics in precipitation at Brotjacklriegel

description: Measurement of Inorganics in precipitation at Brotjacklriegel
DOI: 10.48597/qgtq-4qfd
title: Measurement of Inorganics in precipitation at Waldhof

description: Measurement of Inorganics in precipitation at Waldhof
DOI: 10.48597/qmxt-y6qp
title: Measurement of Inorganics in precipitation at Schauinsland

description: Measurement of Inorganics in precipitation at Schauinsland
DOI: 10.48597/r6z8-b8k4
title: Measurement of Inorganics in precipitation at Rekken

description: Measurement of Inorganics in precipitation at Rekken
DOI: 10.48597/rbej-wwmm
title: Measurement of Nitrate at Deuselbach

description: Measurement of Nitrate at Deuselbach
DOI: 10.48597/rfm4-cykf
title: Measurement of Sulphur_dioxide at Schauinsland

description: Measurement of Sulphur_dioxide at Schauinsland
DOI: 10.48597/rgv4-zwh7
title: Measurement of Inorganics in air and particle phase at Eibergen

description: Measurement of Inorganics in air and particle phase at Eibergen
DOI: 10.48597/rkgm-kc35
title: Measurement of Sulphur_dioxide at Kamenicki vis

description: Measurement of Sulphur_dioxide at Kamenicki vis
DOI: 10.48597/ru2j-a8at
title: Measurement of Inorganics in air and particle phase at Eibergen

description: Measurement of Inorganics in air and particle phase at Eibergen
DOI: 10.48597/ryrm-mmnx
title: Measurement of Sulphate_total at Appelscha

description: Measurement of Sulphate_total at Appelscha
DOI: 10.48597/s9jb-rd4p
title: Measurement of POPs (persistent organic pollutants) at Aspvreten

description: Measurement of POPs (persistent organic pollutants) at Aspvreten
DOI: 10.48597/sruw-gdrj
title: Measurement of Inorganics in precipitation at Narbuvoll

description: Measurement of Inorganics in precipitation at Narbuvoll
DOI: 10.48597/ssg9-2kvm
title: Measurement of Sulphur_dioxide at Eibergen

description: Measurement of Sulphur_dioxide at Eibergen
DOI: 10.48597/swj8-f295
title: Measurement of Inorganics in precipitation at Masun

description: Measurement of Inorganics in precipitation at Masun
DOI: 10.48597/szt3-a7aj
title: Measurement of Sulphur_dioxide at Bilthoven

description: Measurement of Sulphur_dioxide at Bilthoven
DOI: 10.48597/t67h-3ze5
title: Measurement of Sulphur_dioxide at Westerland

description: Measurement of Sulphur_dioxide at Westerland
DOI: 10.48597/tba5-7s3n
title: Measurement of Inorganics in precipitation at Kamenicki vis

description: Measurement of Inorganics in precipitation at Kamenicki vis
DOI: 10.48597/tqj7-f6sd
title: Measurement of Nitrate at Brotjacklriegel

description: Measurement of Nitrate at Brotjacklriegel
DOI: 10.48597/u5es-2w9k
title: Measurement of Inorganics in precipitation at Rekken

description: Measurement of Inorganics in precipitation at Rekken
DOI: 10.48597/uj2h-cqch
title: Measurement of Sulphur_dioxide at Zavizan

description: Measurement of Sulphur_dioxide at Zavizan
DOI: 10.48597/uydq-26q4
title: Measurement of Sulphur_dioxide at Rekken

description: Measurement of Sulphur_dioxide at Rekken
DOI: 10.48597/v2ya-yvff
title: Measurement of Sulphur_dioxide at Rekken

description: Measurement of Sulphur_dioxide at Rekken
DOI: 10.48597/w67v-x88n
title: Measurement of Sulphur_dioxide at Witteveen

description: Measurement of Sulphur_dioxide at Witteveen
DOI: 10.48597/wk2a-7vjh
title: Measurement of Inorganics in precipitation at Puntijarka

description: Measurement of Inorganics in precipitation at Puntijarka
DOI: 10.48597/wpeq-hwmx
title: Measurement of Sulphur_dioxide at Rodenberg

description: Measurement of Sulphur_dioxide at Rodenberg
DOI: 10.48597/wqu8-n425
title: Measurement of Iron at Topolniky

description: Measurement of Iron at Topolniky
DOI: 10.48597/x8ug-byxp
title: Measurement of Sulphur_dioxide at Deuselbach

description: Measurement of Sulphur_dioxide at Deuselbach
DOI: 10.48597/xgen-97cj
title: Measurement of Sulphur_dioxide at Waldhof

description: Measurement of Sulphur_dioxide at Waldhof
DOI: 10.48597/y8xr-v49u
title: Measurement of Inorganics in precipitation at Deuselbach

description: Measurement of Inorganics in precipitation at Deuselbach
DOI: 10.48597/yd4a-hz7e
title: Measurement of Nitric_acid at K-puszta

description: Measurement of Nitric_acid at K-puszta
DOI: 10.48597/ydha-dgxw
title: Measurement of POPs (persistent organic pollutants) at Aspvreten

description: Measurement of POPs (persistent organic pollutants) at Aspvreten
DOI: 10.48597/yve9-ta68
title: Measurement of Inorganics in precipitation at Schauinsland

description: Measurement of Inorganics in precipitation at Schauinsland
DOI: 10.48597/yvhg-7neq
title: Measurement of Nitrate at Waldhof

description: Measurement of Nitrate at Waldhof
DOI: 10.48597/zkhh-e9cy
title: Measurement of Inorganics in precipitation at Waldhof

description: Measurement of Inorganics in precipitation at Waldhof
DOI: 10.48597/zqap-pah5
title: Measurement of Inorganics in precipitation at Zavizan

description: Measurement of Inorganics in precipitation at Zavizan
DOI: 10.48597/2cdn-cvkk
title: Measurement of Pm25_mass at Cape Romain National Wildlife Refuge

description: Measurement of Pm25_mass at Cape Romain National Wildlife Refuge
DOI: 10.48597/2t2t-hxph
title: Measurement of Pm25_mass at Mount Zirkel Wilderness

description: Measurement of Pm25_mass at Mount Zirkel Wilderness
DOI: 10.5281/zenodo.3690251
title: cigKast: A data of 3D synthetic seismic volumes with labeled paleokarsts for deep-learning-based paleokarst interpretation

description: cigKarst is a dataset created by the Computational Interpretation Group (CIG) for the deep-learning-based peleokarst interpretation in 3D seismic images, Xinming Wu is the main contributor to the dataset.

This dataset contains 120 pairs of synthetic 3D seismic images and the corresponding label images with the ground truth of the paleokarst systems simulated in the seismic images. More detail of building this dataset is discussed in the paper published at the journal of JGR Solid Earth:

Wu, X., S. Yan, J. Qi, and H. Zeng, 2020, Deep learning for characterizing paleokarst collapse features in 3D seismic images. JGR, Solid Earth, Vol. 125(9), 1-23, e2020JB019685. [PDF]. doi: 10.1029/2020JB019685

Below are some brief description of the dataset:

1) The "seismic.zip" contains 120 3D seismic images, each image is with the dimension of 256X256X256;

 2) The "karst.zip" contains 120 3D label images of the karsts. Each label image is with the same dimension of 256X256X256. The values in a label image are set with ones in the karst areas while zeros elsewhere, which is why the compressed label images in the karst.zip is much smaller than the seismic images compressed in the seismic.zip
DOI: 10.5281/zenodo.3690252
title: Seismic simulation of paleokarst systems and deep learning for characterizing paleokarst features in 3D seismic images

description: To train our deep convolutional neural network for paleokarst delineation in 3D seismic images, we automatically generate 120 pairs of synthetic training datasets including 3D seismic images and the corresponding label images with the ground truth of the paleokarst systems simulated in the seismic images. 1) The "seismic.zip" contains 120 3D seismic images, each image is with the dimension of 256X256X256; 2) The "karst.zip" contains 120 3D label images of the karsts. Each label image is with the same dimension of 256X256X256. The values in a label image are set with ones in the karst areas while zeros elsewhere, which is why the compressed label images in the karst.zip is much smaller than the seismic images compressed in the seismic.zip
DOI: 10.5281/zenodo.4285733
title: cigKast: A data of 3D synthetic seismic volumes with labeled paleokarsts for deep-learning-based paleokarst interpretation

description: cigKarst is a dataset created by the Computational Interpretation Group (CIG) for the deep-learning-based peleokarst interpretation in 3D seismic images, Xinming Wu is the main contributor to the dataset.

This dataset contains 120 pairs of synthetic 3D seismic images and the corresponding label images with the ground truth of the paleokarst systems simulated in the seismic images. More detail of building this dataset is discussed in the paper published at the journal of JGR Solid Earth:

Wu, X., S. Yan, J. Qi, and H. Zeng, 2020, Deep learning for characterizing paleokarst collapse features in 3D seismic images. JGR, Solid Earth, Vol. 125(9), 1-23, e2020JB019685. [PDF]. doi: 10.1029/2020JB019685

Below are some brief description of the dataset:

1) The "seismic.zip" contains 120 3D seismic images, each image is with the dimension of 256X256X256;

 2) The "karst.zip" contains 120 3D label images of the karsts. Each label image is with the same dimension of 256X256X256. The values in a label image are set with ones in the karst areas while zeros elsewhere, which is why the compressed label images in the karst.zip is much smaller than the seismic images compressed in the seismic.zip
DOI: 10.48597/35dx-7tnh
title: Measurement of Pm25_mass at Shenandoah National Park-Big Meadows (VA28)

description: Measurement of Pm25_mass at Shenandoah National Park-Big Meadows (VA28)
DOI: 10.48597/39r5-sdk4
title: Measurement of Pm10_mass at Mount Zirkel Wilderness

description: Measurement of Pm10_mass at Mount Zirkel Wilderness
DOI: 10.48597/3skv-bxv7
title: Measurement of Pm10_mass at Mohawk Mt.

description: Measurement of Pm10_mass at Mohawk Mt.
DOI: 10.48597/43cr-fb85
title: Measurement of Pm25_mass at Craters of the Moon National Monument (ID03)

description: Measurement of Pm25_mass at Craters of the Moon National Monument (ID03)
DOI: 10.48597/46aj-gdf8
title: Measurement of Pm10_mass at Mohawk Mt.

description: Measurement of Pm10_mass at Mohawk Mt.
DOI: 10.48597/48ny-d4k7
title: Measurement of Pm25_mass at Mohawk Mt.

description: Measurement of Pm25_mass at Mohawk Mt.
DOI: 10.48597/4ppe-44y2
title: Measurement of Pm10_mass at Mohawk Mt.

description: Measurement of Pm10_mass at Mohawk Mt.