cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7ycjfx
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dysmicoccus wistariae (Green, 1923))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043229-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnpjux
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berberis nyingchiensis Harber"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055871-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xmr6v
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Luma apiculata (DC.) Burret",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 255 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002261-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axxhrp
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Garcinia nigrolineata Planch. ex T.Anderson"
 ]
}

 The dataset includes 170 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001824-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4s3rh
title: Occurrence Download

description: A dataset containing 431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is one of (Verbascum phlomoides L., Verbascum thapsus L., Verbascum virgatum Stokes, Buddleja davidii Franch.)"
 ]
}

 The dataset includes 431 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073543-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqhkxm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Dominican Republic",
 "Country is Haiti"
 ]
 },
 "TaxonKey is Anolis leucodera Köhler & Hedges, 2016"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002273-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gr2vda
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coenonympha amaryllis Cramer, 1782",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 259 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073531-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwn6md
title: Occurrence Download

description: A dataset containing 87511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepidium draba L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 87511 records from 892 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073572-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgzssk
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Dominican Republic",
 "Country is Haiti"
 ]
 },
 "TaxonKey is Anolis viridius Köhler & Hedges, 2016"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002271-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9yjncw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Chrysophyllum oliviforme L."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073545-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgn0tg
title: Occurrence Download

description: A dataset containing 510 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poeciliopsis balsas Hubbs, 1926"
 ]
}

 The dataset includes 510 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002272-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bddqs9
title: Occurrence Download

description: A dataset containing 10799 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scirtes"
 ]
}

 The dataset includes 10799 records from 339 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059240-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/dpsaat
title: 85_3_Ref_Vr_32_018.tab
DOI: 10.57745/fnkdvc
title: 854_1_NL_Fr_H_135_088.tab
DOI: 10.57745/otzoie
title: 853_2_NL_Fr_H_135_088.tab
DOI: 10.57745/qjiarx
title: 85_2_Ref_Vr_32_018.tab
DOI: 10.57745/vsw4h5
title: 853_1_NL_Fr_H_135_088.tab
DOI: 10.57745/ye3gzf
title: 85_1_Ref_Vr_32_018.tab
DOI: 10.57745/0kwivw
title: 857_2_Ref_V_136_089.tab
DOI: 10.57745/7ec0jv
title: 858_1_Ref_T_136_089.tab
DOI: 10.57745/hzozzr
title: 854_2_NL_Fr_H_135_088.tab
DOI: 10.57745/jgu9zd
title: 856_2_Cal_STD_135_088.tab
DOI: 10.57745/jnz5bv
title: 854_3_NL_Fr_H_135_088.tab
DOI: 10.57745/swh6gv
title: 857_3_Ref_V_136_089.tab
DOI: 10.57745/z3bssh
title: 857_1_Ref_V_136_089.tab
DOI: 10.57745/0tciqx
title: 859_3_L_Br_nBCC_136_089.tab
DOI: 10.57745/3bdbbz
title: 859_1_L_Br_nBCC_136_089.tab
DOI: 10.57745/ckqxtq
title: 858_2_Ref_T_136_089.tab
DOI: 10.57745/dcolsr
title: 86_049.json
DOI: 10.57745/g2ien8
title: 862_1_NL_Br_H_136_089.tab
DOI: 10.57745/ixande
title: 859_2_L_Br_nBCC_136_089.tab
DOI: 10.57745/qlwdub
title: 858_3_Ref_T_136_089.tab
DOI: 10.57745/rag4kr
title: 86_1_Ref_T_32_018.tab
DOI: 10.57745/1lavxk
title: 863_3_NL_Br_H_136_089.tab
DOI: 10.57745/4zincg
title: 862_2_NL_Br_H_136_089.tab
DOI: 10.57745/6ej0sp
title: 86_3_Ref_T_32_018.tab
DOI: 10.57745/hqrrwa
title: 863_2_NL_Br_H_136_089.tab
DOI: 10.57745/r2lxm5
title: 863_1_NL_Br_H_136_089.tab
DOI: 10.57745/rkmtt6
title: 862_3_NL_Br_H_136_089.tab
DOI: 10.57745/tssqkb
title: 864_1_L_Cl_nBCC_136_089.tab
DOI: 10.57745/zva54c
title: 86_2_Ref_T_32_018.tab
DOI: 10.57745/qmaz4j
title: 867_1_NL_Cl_H_136_089.tab
DOI: 10.57745/se74xt
title: 867_2_NL_Cl_H_136_089.tab
DOI: 10.57745/u6ymkp
title: 867_3_NL_Cl_H_136_089.tab
DOI: 10.57745/wd3qoo
title: 868_1_NL_Cl_H_136_089.tab
DOI: 10.57745/wgfson
title: 868_2_NL_Cl_H_136_089.tab
DOI: 10.57745/xebit8
title: 864_2_L_Cl_nBCC_136_089.tab
DOI: 10.57745/xgezgq
title: 864_3_L_Cl_nBCC_136_089.tab
DOI: 10.57745/yomhqc
title: 868_3_NL_Cl_H_136_089.tab
DOI: 10.57745/2oupjg
title: 87_050.json
DOI: 10.57745/3fft21
title: 872_1_Ref_T_136_089.tab
DOI: 10.57745/ahafeq
title: 870_2_Cal_STD_136_089.tab
DOI: 10.57745/hut77h
title: 871_2_Ref_V_136_089.tab
DOI: 10.57745/lt10ix
title: 872_2_Ref_T_136_089.tab
DOI: 10.57745/ouihvl
title: 871_3_Ref_V_136_089.tab
DOI: 10.57745/upccau
title: 871_1_Ref_V_136_089.tab
DOI: 10.57745/yxwguq
title: 87_1_L_Cr_AK3_32_018.tab
DOI: 10.57745/5rqdtj
title: 876_2_NL_Br_H_136_089.tab
DOI: 10.57745/87nt1q
title: 873_1_L_Br_nBCC_136_089.tab
DOI: 10.57745/alfi7k
title: 872_3_Ref_T_136_089.tab
DOI: 10.57745/govwj7
title: 876_1_NL_Br_H_136_089.tab
DOI: 10.57745/gwju3j
title: 873_2_L_Br_nBCC_136_089.tab
DOI: 10.57745/khrorm
title: 873_3_L_Br_nBCC_136_089.tab
DOI: 10.57745/o3m46f
title: 87_3_L_Cr_AK3_32_018.tab
DOI: 10.57745/xlsshe
title: 87_2_L_Cr_AK3_32_018.tab
DOI: 10.57745/3aspvy
title: 876_3_NL_Br_H_136_089.tab
DOI: 10.57745/60fut6
title: 880_1_Ref_V_140_090.tab
DOI: 10.57745/bgi3jc
title: 877_3_NL_Br_H_136_089.tab
DOI: 10.57745/bnwu35
title: 880_2_Ref_V_140_090.tab
DOI: 10.57745/iwfqkt
title: 877_2_NL_Br_H_136_089.tab
DOI: 10.57745/uxcvba
title: 879_2_Cal_STD_136_089.tab
DOI: 10.57745/vvxasj
title: 877_1_NL_Br_H_136_089.tab
DOI: 10.57745/8b4x4n
title: 881_3_Ref_T_140_090.tab
DOI: 10.57745/cgcotb
title: 881_2_Ref_T_140_090.tab
DOI: 10.57745/du5wz5
title: 881_1_Ref_T_140_090.tab
DOI: 10.57745/mczrlp
title: 882_2_L_As_AK_140_090.tab
DOI: 10.57745/qeixff
title: 882_1_L_As_AK_140_090.tab
DOI: 10.57745/xhmsrk
title: 880_3_Ref_V_140_090.tab
DOI: 10.57745/zjkcss
title: 88_1_NL_Cr_H_32_018.tab
DOI: 10.57745/c64led
title: 883_3_L_Ar_AK_140_090.tab
DOI: 10.57745/cpzcx9
title: 883_2_L_Ar_AK_140_090.tab
DOI: 10.57745/nm9v6h
title: 883_1_L_Ar_AK_140_090.tab
DOI: 10.57745/nwwl04
title: 88_2_NL_Cr_H_32_018.tab
DOI: 10.57745/q5ftb2
title: 88_3_NL_Cr_H_32_018.tab
DOI: 10.57745/vnbeuw
title: 884_1_L_Ai_AK_140_090.tab
DOI: 10.57745/ytu7lk
title: 882_3_L_As_AK_140_090.tab
DOI: 10.57745/3piwck
title: 887_3_NL_Al_ICC_140_090.tab
DOI: 10.57745/4zs8yl
title: 884_3_L_Ai_AK_140_090.tab
DOI: 10.57745/7sio9q
title: 885_2_L_Al_AK_140_090.tab
DOI: 10.57745/8rda6f
title: 885_1_L_Al_AK_140_090.tab
DOI: 10.57745/f5bvqm
title: 887_1_NL_Al_ICC_140_090.tab
DOI: 10.57745/rosjb5
title: 884_2_L_Ai_AK_140_090.tab
DOI: 10.57745/tcjhax
title: 887_2_NL_Al_ICC_140_090.tab
DOI: 10.57745/vlssbe
title: 885_3_L_Al_AK_140_090.tab
DOI: 10.5281/zenodo.14282608
title: Dataset Engagement Rate Postingan MataNajwa Agustus 2024
DOI: 10.5281/zenodo.14282609
title: Dataset Engagement Rate Postingan MataNajwa Agustus 2024
DOI: 10.57745/09a8e9
title: 890_1_Ref_V_141_091.tab
DOI: 10.57745/5nretl
title: 891_2_Ref_T_141_091.tab
DOI: 10.57745/6tz4wa
title: 89_051.json
DOI: 10.57745/7kugfl
title: 889_2_Cal_STD_140_090.tab
DOI: 10.57745/i4udne
title: 890_2_Ref_V_141_091.tab
DOI: 10.57745/rdjmpy
title: 890_3_Ref_V_141_091.tab
DOI: 10.57745/s5h9qp
title: 891_1_Ref_T_141_091.tab
DOI: 10.15468/dl.qy95xg
title: Occurrence Download

description: A dataset containing 2875545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "DatasetKey is EOD – eBird Observation Dataset",
 "OccurrenceStatus is Present",
 "Year 1999-2024"
 ]
}

 The dataset includes 2875545 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020010-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/0zeasn
title: 895_2_NL_A_H_141_091.tab
DOI: 10.57745/5jqrww
title: 892_1_L_A_isSCC_141_091.tab
DOI: 10.57745/aoi7mj
title: 895_1_NL_A_H_141_091.tab
DOI: 10.57745/bbmrep
title: 892_2_L_A_isSCC_141_091.tab
DOI: 10.57745/o0ufd5
title: 892_3_L_A_isSCC_141_091.tab
DOI: 10.57745/ogyqxy
title: 89_1_Cal_STD_32_018.tab
DOI: 10.57745/rcpmzd
title: 891_3_Ref_T_141_091.tab
DOI: 10.15468/dl.gpyqed
title: Occurrence Download

description: A dataset containing 731043 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FishBase Database"
 ]
}

 The dataset includes 731043 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019960-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/2unyvs
title: 897_3_NL_J_H_141_091.tab
DOI: 10.57745/2zlhwl
title: 897_1_NL_J_H_141_091.tab
DOI: 10.57745/cn5lw1
title: 897_2_NL_J_H_141_091.tab
DOI: 10.57745/cnj63h
title: 896_3_NL_A_H_141_091.tab
DOI: 10.57745/dyjyoz
title: 896_2_NL_A_H_141_091.tab
DOI: 10.57745/l4yptp
title: 896_1_NL_A_H_141_091.tab
DOI: 10.57745/rpyxdp
title: 895_3_NL_A_H_141_091.tab
DOI: 10.57745/0ox3kl
title: 899_2_Cal_STD_141_091.tab
DOI: 10.57745/2jaopj
title: 901_2_Ref_T_143_092.tab
DOI: 10.57745/df7weg
title: 901_1_Ref_T_143_092.tab
DOI: 10.57745/e0rimb
title: 900_2_Ref_V_143_092.tab
DOI: 10.57745/tmcyou
title: 900_1_Ref_V_143_092.tab
DOI: 10.57745/wcm4mt
title: 901_3_Ref_T_143_092.tab
DOI: 10.57745/ytsclg
title: 900_3_Ref_V_143_092.tab
DOI: 10.57745/4krmf2
title: 90_1_Ref_V_33_019.tab
DOI: 10.57745/eaeuxy
title: 902_3_L_Er_iBCC_143_092.tab
DOI: 10.57745/jk9rd9
title: 902_1_L_Er_iBCC_143_092.tab
DOI: 10.57745/knqqzb
title: 902_2_L_Er_iBCC_143_092.tab
DOI: 10.57745/ks3yag
title: 90_2_Ref_V_33_019.tab
DOI: 10.57745/legoe3
title: 90_3_Ref_V_33_019.tab
DOI: 10.57745/qcvtui
title: 904_2_NL_Er_H_143_092.tab
DOI: 10.57745/t07vof
title: 904_1_NL_Er_H_143_092.tab
DOI: 10.57745/agmect
title: 905_1_NL_Er_H_143_092.tab
DOI: 10.57745/edug49
title: 905_3_NL_Er_H_143_092.tab
DOI: 10.57745/fvyety
title: 907_1_Cal_STD_143_092.tab
DOI: 10.57745/g57zei
title: 904_3_NL_Er_H_143_092.tab
DOI: 10.57745/gofouo
title: 906_1_L_Br_ICC_143_092.tab
DOI: 10.57745/n4kbgh
title: 905_2_NL_Er_H_143_092.tab
DOI: 10.57745/pmhuzw
title: 906_3_L_Br_ICC_143_092.tab
DOI: 10.57745/xadj64
title: 906_2_L_Br_ICC_143_092.tab
DOI: 10.57745/80hqwd
title: 910_2_Cal_STD_143_092.tab
DOI: 10.57745/gbnelj
title: 909_3_Cal_STD_143_092.tab
DOI: 10.57745/kmrkvb
title: 91_052.json
DOI: 10.57745/nc9oxr
title: 911_1_Ref_V_144_093.tab
DOI: 10.57745/pgwumr
title: 911_2_Ref_V_144_093.tab
DOI: 10.57745/phwqfi
title: 91_1_Ref_T_33_019.tab
DOI: 10.57745/wwappj
title: 911_3_Ref_V_144_093.tab
DOI: 10.57745/0n08k6
title: 913_2_L_CCl_AK3_144_093.tab
DOI: 10.57745/7e9ym9
title: 91_2_Ref_T_33_019.tab
DOI: 10.57745/81tljl
title: 91_3_Ref_T_33_019.tab
DOI: 10.57745/bqrtv8
title: 913_1_L_CCl_AK3_144_093.tab
DOI: 10.57745/btpte6
title: 913_3_L_CCl_AK3_144_093.tab
DOI: 10.57745/hkg3im
title: 912_3_Ref_T_144_093.tab
DOI: 10.57745/l3jhgm
title: 912_2_Ref_T_144_093.tab
DOI: 10.57745/unkqbj
title: 912_1_Ref_T_144_093.tab
DOI: 10.57745/axmhci
title: 917_1_NL_CCl_H_144_093.tab
DOI: 10.57745/nfwwyu
title: 916_2_NL_CCl_H_144_093.tab
DOI: 10.57745/pwyxfk
title: 916_1_NL_CCl_H_144_093.tab
DOI: 10.57745/uiaxgt
title: 917_2_NL_CCl_H_144_093.tab
DOI: 10.57745/vklv9p
title: 916_3_NL_CCl_H_144_093.tab
DOI: 10.57745/6s20xv
title: 9_1_Ref_T_20_011.tab
DOI: 10.57745/771saf
title: 921_1_Ref_T_153_094.tab
DOI: 10.57745/crqkol
title: 917_3_NL_CCl_H_144_093.tab
DOI: 10.57745/dwbuhc
title: 920_2_Ref_V_153_094.tab
DOI: 10.57745/j995r6
title: 921_2_Ref_T_153_094.tab
DOI: 10.57745/jmssu3
title: 920_1_Ref_V_153_094.tab
DOI: 10.57745/llx94y
title: 920_3_Ref_V_153_094.tab
DOI: 10.57745/lwevk4
title: 92_053.json
DOI: 10.57745/mxkohq
title: 919_2_Cal_STD_144_093.tab
DOI: 10.57745/a6tktu
title: 92_2_L_Er_TR_33_019.tab
DOI: 10.57745/fyk3ix
title: 921_3_Ref_T_153_094.tab
DOI: 10.57745/gsinib
title: 922_2_L_F_isSCC_153_094.tab
DOI: 10.57745/shnhvh
title: 92_1_L_Er_TR_33_019.tab
DOI: 10.57745/usnkb2
title: 922_1_L_F_isSCC_153_094.tab
DOI: 10.57745/visosh
title: 922_3_L_F_isSCC_153_094.tab
DOI: 10.15468/dl.ccqpez
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scomber colias Gmelin, 1789",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020045-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/9zmyhj
title: 92_3_L_Er_TR_33_019.tab
DOI: 10.57745/fghaho
title: 925_1_NL_F_H_153_094.tab
DOI: 10.57745/gu1kit
title: 926_2_NL_F_H_153_094.tab
DOI: 10.57745/ltjpck
title: 925_3_NL_F_H_153_094.tab
DOI: 10.57745/udvj3q
title: 925_2_NL_F_H_153_094.tab
DOI: 10.57745/vi6ebu
title: 926_3_NL_F_H_153_094.tab
DOI: 10.57745/zpjutp
title: 926_1_NL_F_H_153_094.tab
DOI: 10.57745/4ubr5c
title: 9_2_Ref_T_20_011.tab
DOI: 10.57745/8zduot
title: 931_1_L_Co_AK1_153_094.tab
DOI: 10.57745/hjj2sd
title: 927_3_L_C_isSCC_153_094.tab
DOI: 10.57745/k01jix
title: 93_054.json
DOI: 10.57745/mz08bb
title: 927_2_L_C_isSCC_153_094.tab
DOI: 10.57745/niayfk
title: 931_2_L_Co_AK1_153_094.tab
DOI: 10.57745/zn4irq
title: 927_1_L_C_isSCC_153_094.tab
DOI: 10.57745/1uyvho
title: 934_1_Ref_V_154_095.tab
DOI: 10.57745/6xyqvi
title: 934_3_Ref_V_154_095.tab
DOI: 10.57745/i1npx9
title: 935_1_Ref_T_154_095.tab
DOI: 10.57745/nth4ti
title: 935_2_Ref_T_154_095.tab
DOI: 10.57745/pdkfli
title: 933_2_Cal_STD_153_094.tab
DOI: 10.57745/rftw2h
title: 934_2_Ref_V_154_095.tab
DOI: 10.57745/tvy0ih
title: 935_3_Ref_T_154_095.tab
DOI: 10.57745/ywpoad
title: 931_3_L_Co_AK1_153_094.tab
DOI: 10.57745/47k80z
title: 939_3_NL_Cr_H_154_095.tab
DOI: 10.57745/i8n9er
title: 936_3_L_Cr_AK3_154_095.tab
DOI: 10.57745/ouqeex
title: 9_3_Ref_T_20_011.tab
DOI: 10.57745/r2e8vr
title: 936_2_L_Cr_AK3_154_095.tab
DOI: 10.57745/rdddbe
title: 939_2_NL_Cr_H_154_095.tab
DOI: 10.57745/viqmda
title: 936_1_L_Cr_AK3_154_095.tab
DOI: 10.57745/z61kxy
title: 939_1_NL_Cr_H_154_095.tab
DOI: 10.5281/zenodo.14132394
title: AnDi 2 Benchmark dataset

description: The benchmark dataset of the 2nd AnDi Challenge has been developed to test and compare methods for analyzing diffusion trajectories with diffusive changes. It explores biological and physical scenarios such as multistate diffusion, trapping, confinement, and dimerization. Each experiment targets specific characteristics—ranging from broad diffusive parameters to extreme trapping conditions—offering a comprehensive foundation for evaluating changepoint detection, classification, and characterization methods. For further details and documentation, see the associated content:



Website of the project: http://andi-challenge.org/

Website of the Challenge: https://codalab.lisn.upsaclay.fr/competitions/16618

Tutorial explaining how this dataset has been generated: https://github.com/AnDiChallenge/andi_datasets/blob/master/source_nbs/tutorials/challenge_two_benchmark.ipynb

Preprint explaining all details of the 2n AnDi Challenge: https://arxiv.org/abs/2311.18100
DOI: 10.57745/ciak2b
title: 942_2_Cal_STD_154_095.tab
DOI: 10.57745/dek04u
title: 940_3_NL_Cr_H_154_095.tab
DOI: 10.57745/noaxb2
title: 94_1_NL_Er_H_33_019.tab
DOI: 10.57745/ojgpuu
title: 94_055.json
DOI: 10.57745/oku3b0
title: 940_1_NL_Cr_H_154_095.tab
DOI: 10.57745/raj09b
title: 940_2_NL_Cr_H_154_095.tab
DOI: 10.57745/wxweks
title: 94_2_NL_Er_H_33_019.tab
DOI: 10.57745/b9ihj9
title: 943_3_Ref_V_155_096.tab
DOI: 10.57745/l4jgm9
title: 943_2_Ref_V_155_096.tab
DOI: 10.57745/lbaw3v
title: 944_1_Ref_T_155_096.tab
DOI: 10.57745/mpevac
title: 944_2_Ref_T_155_096.tab
DOI: 10.57745/rcrssh
title: 943_1_Ref_V_155_096.tab
DOI: 10.57745/xluo44
title: 94_3_NL_Er_H_33_019.tab
DOI: 10.57745/0trb9h
title: 945_1_L_Kr_isSCC_155_096.tab
DOI: 10.57745/a7cdnm
title: 944_3_Ref_T_155_096.tab
DOI: 10.57745/arozj5
title: 945_2_L_Kr_isSCC_155_096.tab
DOI: 10.57745/dsvfvz
title: 948_2_NL_Kr_H_155_096.tab
DOI: 10.57745/hytpus
title: 948_3_NL_Kr_H_155_096.tab
DOI: 10.57745/nnxnk6
title: 945_3_L_Kr_isSCC_155_096.tab
DOI: 10.57745/xxjsbd
title: 948_1_NL_Kr_H_155_096.tab
DOI: 10.57745/43gcwn
title: 949_3_NL_Kr_H_155_096.tab
DOI: 10.57745/5zyfwx
title: 953_1_Ref_T_156_097.tab
DOI: 10.57745/d3pj6b
title: 949_2_NL_Kr_H_155_096.tab
DOI: 10.57745/gqpizy
title: 952_1_Ref_V_156_097.tab
DOI: 10.57745/h7zoa2
title: 952_2_Ref_V_156_097.tab
DOI: 10.57745/ksbqnv
title: 951_2_Cal_STD_155_096.tab
DOI: 10.57745/txj2ds
title: 952_3_Ref_V_156_097.tab
DOI: 10.57745/wwlhwu
title: 949_1_NL_Kr_H_155_096.tab
DOI: 10.5281/zenodo.13943917
title: CGPO spatial transcriptomics data

description: Sinoatrial node (SAN), the principal pacemaker of the human heart, regulates cardiac rhythm under neural control. The SAN comprises a complex cellular ecosystem requiring precise spatiotemporal development, and its dysfunction leads to arrhythmias. However, due to the scarcity of human samples and robust in vitro organoid models, the spatial heterogeneity and cellular crosstalk during the developmental process of human SAN remain unclear. Here, we integrated organoid models and human embryonic SAN spatial omics to define human-specific features of SAN development and functional maturation. We firstly constructed differentiation systems for human functional SAN organoids (SANOs) and cardiac ganglion plexus organoids (CGPOs), simulating the crosstalks between the cardiac ganglion plexus and SAN pacemaker cells (SANPCs) within CGPO-SANO assembloids. These assembloids displayed similar cellular composition and neural innervation functions to the human embryonic SAN region. High-resolution spatial transcriptomic profiles of the SAN from a 12 -week post-conception human embryo revealed mutiple cellular crosstalk pathways between neurons and SANPCs, including PSAP-GPR37 axis, which is specificlly emerged in human embryonic stage. Interestingly, CGPO-SANO assembloids revealed that neurons secreted PSAP to promote the functional maturation of human SANPCs. Together, this study integrates spatial transcriptomics, human tissues and organoid models to outline the spatiotemporal dynamics of cellular communities in human SAN during developmental stage, revealing the significant role and regulatory mechanisms of cardiac ganglion plexus in heart rate orchestrate and human SAN development.
DOI: 10.57745/2omusd
title: 957_3_NL_Fb_H_156_097.tab
DOI: 10.57745/dekdfk
title: 954_2_L_Fb_nBCC_156_097.tab
DOI: 10.57745/l2ddbc
title: 953_2_Ref_T_156_097.tab
DOI: 10.57745/mfnfgj
title: 954_1_L_Fb_nBCC_156_097.tab
DOI: 10.57745/p17xmt
title: 957_2_NL_Fb_H_156_097.tab
DOI: 10.57745/seacuk
title: 954_3_L_Fb_nBCC_156_097.tab
DOI: 10.57745/sqlggp
title: 953_3_Ref_T_156_097.tab
DOI: 10.57745/urwsfu
title: 957_1_NL_Fb_H_156_097.tab
DOI: 10.57745/aejr5l
title: 958_1_NL_Fb_AK1_156_097.tab
DOI: 10.57745/enxd8c
title: 959_2_L_Ft_SK_156_097.tab
DOI: 10.57745/izgisi
title: 959_1_L_Ft_SK_156_097.tab
DOI: 10.57745/jft3mk
title: 959_3_L_Ft_SK_156_097.tab
DOI: 10.57745/kcdtn5
title: 958_2_NL_Fb_AK1_156_097.tab
DOI: 10.57745/v7ful5
title: 958_3_NL_Fb_AK1_156_097.tab
DOI: 10.57745/9iponb
title: 962_1_NL_Ft_AK1_156_097.tab
DOI: 10.57745/b1d7rg
title: 96_3_L_Et_BCC_33_019.tab
DOI: 10.57745/n30v8z
title: 96_1_L_Et_BCC_33_019.tab
DOI: 10.57745/nbj4or
title: 962_2_NL_Ft_AK1_156_097.tab
DOI: 10.57745/ncl17a
title: 962_3_NL_Ft_AK1_156_097.tab
DOI: 10.57745/oirofu
title: 964_2_Cal_STD_156_097.tab
DOI: 10.57745/p2zxuk
title: 96_2_L_Et_BCC_33_019.tab
DOI: 10.57745/s5orrj
title: 96_056.json
DOI: 10.57745/1jughe
title: 966_3_Ref_T_157_098.tab
DOI: 10.57745/5zvsk4
title: 965_3_Ref_V_157_098.tab
DOI: 10.57745/ir8ee7
title: 966_1_Ref_T_157_098.tab
DOI: 10.57745/j7yofj
title: 967_1_L_Br_BCC_157_098.tab
DOI: 10.57745/mfttnc
title: 965_2_Ref_V_157_098.tab
DOI: 10.57745/r3obho
title: 965_1_Ref_V_157_098.tab
DOI: 10.57745/syfllw
title: 966_2_Ref_T_157_098.tab
DOI: 10.57745/24mp5w
title: 97_057.json
DOI: 10.57745/5pgavz
title: 971_2_NL_Br_H_157_098.tab
DOI: 10.57745/lnxquq
title: 970_3_NL_Br_H_157_098.tab
DOI: 10.57745/oxfve8
title: 967_3_L_Br_BCC_157_098.tab
DOI: 10.57745/oynqi7
title: 970_2_NL_Br_H_157_098.tab
DOI: 10.57745/uicaoa
title: 971_1_NL_Br_H_157_098.tab
DOI: 10.57745/xwgfil
title: 970_1_NL_Br_H_157_098.tab
DOI: 10.57745/ziom78
title: 967_2_L_Br_BCC_157_098.tab