cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/ebe5ms
title: Four new species of Albomagister (Agaricales) from eastern North America

description: This dataset contains the digitized treatments in Plazi based on the original journal article Matheny, P. Brandon, Lebeuf, Renée, Sánchez-García, Marisol, Graddy, Mary G., Trudell, Steven A., Wood, Michal G., Vellinga, Else C. (2024): Four new species of Albomagister (Agaricales) from eastern North America. Botany 102 (9): 355-365, DOI: 10.1139/cjb-2024-0058, URL: https://doi.org/10.1139/cjb-2024-0058AbstractFour new species of Albomagister, a genus of Tricholomataceae in the order Agaricales, are described and illustrated from eastern North America. All four are relatively rare or geographically restricted but two have a broad geographical distribution occurring in southeast Canada and in the southern Appalachians. This study increases the number of known species in the genus from three to seven, five of which occur in eastern North America. A broad concept for the genus is discussed. Illustrations and descriptions of the North American taxa are presented, along with a taxonomic key to the known seven species in the genus worldwide.
DOI: 10.34740/kaggle/dsv/14299599
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/ks3wmn
title: Pyrgotid Flies Assigned To Apyrgota. Iii. Species Of Afropyrgota Gen. N. And Tylotrypes (Diptera, Pyrgotidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Korneyev, V. A. (2015): Pyrgotid Flies Assigned To Apyrgota. Iii. Species Of Afropyrgota Gen. N. And Tylotrypes (Diptera, Pyrgotidae). Vestnik Zoologii 49 (1): 25-40, DOI: 10.1515/vzoo-2015-0003, URL: https://www.degruyter.com/doi/10.1515/vzoo-2015-0003
DOI: 10.15468/5xff65
title: A review of Paraxenopygus Bernhauer (Insecta: Coleoptera: Staphylinidae), with description of two new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Chatzimanolis, Stylianos, Brunke, Adam J., Navarrete-Heredia, José L. (2024): A review of Paraxenopygus Bernhauer (Insecta: Coleoptera: Staphylinidae), with description of two new species. Journal of Natural History 58 (37 - 40): 1509-1528, DOI: 10.1080/00222933.2024.2391450, URL: http://dx.doi.org/10.1080/00222933.2024.2391450ABSTRACTThe neotropical myrmecophile rove beetle genus Paraxenopygus Bernhauer, 1911 is reviewed and two species are described as new, P. maurocyanos sp. n. from Colombia and P. newtoni sp. n. from Brazil. Lectotypes are designated for P. tremolerasi Bernhauer, 1911 and P. peruvianus Bernhauer, 1915. An identification key is provided along with photographs and illustrations for the identification of the five species in the genus. We also illustrated and discussed the importance of the metacoxal shield in Paraxenopygus.ARTICLE HISTORY Received 3 July 2024 Accepted 7 August 2024KEYWORDSNeotropical; leafcutter ants; new species; taxonomy; Atta; Acromyrmexhttp://www.zoobank.org/ urn:lsid:zoobank.org:pub: 53764B33- 1DC2-4103-97E6-4AA07C6EB12D
DOI: 10.15468/q8tx5x
title: New species of Coelinius Nees (Hymenoptera: Braconidae: Alysiinae) from Brazil

description: This dataset contains the digitized treatments in Plazi based on the original journal article Oliveira, Franciélle Dias De, Penteado-Dias, Angélica Maria (2022): New species of Coelinius Nees (Hymenoptera: Braconidae: Alysiinae) from Brazil. Zootaxa 5129 (2): 199-210, DOI: 10.11646/zootaxa.5129.2.2AbstractA new species of Alysiinae wasp, Coelinius longicephalus sp. nov., from Brazil is described. Additional information is also provided for other species of the genus known in Brazil, namely, C. canastra Souza-Gessner & Penteado-Dias, C. itamonte Souza-Gessner & Penteado-Dias, C. kali Souza-Gessner & Penteado-Dias, and C. lux Souza-Gessner & Penteado-Dias. A dichotomous identification key to the neotropical species of Coelinius is provided.
DOI: 10.15468/dl.2y3e5g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Pyrgus carlinae",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065946-251120083545085/datasets/export for details.
DOI: 10.15468/y5n7xv
title: Seven new species of Meta C. L. Koch, 1836 (Araneae, Tetragnathidae) from Southwest China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Wang, Lu-Yu, Irfan, Muhammad, Chen, Hui-Ming, Zhang, Zhi-Sheng (2022): Seven new species of Meta C. L. Koch, 1836 (Araneae, Tetragnathidae) from Southwest China. European Journal of Taxonomy 834: 117-147, DOI: 10.5852/ejt.2022.834.1905, URL: http://dx.doi.org/10.5852/ejt.2022.834.1905Abstract. Seven new species of the genus Meta C.L. Koch, 1836 from Southwest China are described here: M. bowo sp. nov. (♂ ♀), M. cona sp. nov. (♂ ♀), M. gyirong sp. nov. (♂), M. hongyuan sp. nov. (♂ ♀), M. tibet sp. nov. (♂ ♀), M. wanglang sp. nov. (♂ ♀) and M. weining sp. nov. (♂ ♀). Detailed descriptions, photos of somatic features and copulatory organs as well as line drawings, comparisons with closely related species, and a distribution map are provided.
DOI: 10.15468/wc58zk
title: Huchimingia, a new genus segregated from Millettia (Leguminosae, Millettieae) based on morphological and molecular evidence

description: This dataset contains the digitized treatments in Plazi based on the original journal article Song, Zhu-Qiu, Li, Shi-Jin, Mattapha, Sawai (2022): Huchimingia, a new genus segregated from Millettia (Leguminosae, Millettieae) based on morphological and molecular evidence. Phytotaxa 532 (1): 37-56, DOI: 10.11646/phytotaxa.532.1.3AbstractMillettia Wight & Arn. is a heterogeneous genus within the tribe Millettieae (Leguminosae) and has long been used as a repository to accommodate all undistinctive species of the tribe with elastically dehiscent pods. Millettia sect. Podocarpae Dunn is representative of the heterogeneous genus. This section includes five Asian species that have a unique combination of characters that distinguishes them from all other species of the genus, including the deciduous tree habit, conspicuous buds covered with scales, pseudoracemes or pseudopanicles with very indistinct brachyblasts, two flowers per brachyblast, conspicuous large bracts, ebracteolate calyx, well-developed hypanthium, stipitate ovary, and flat, stipitate and dehiscent pods. Our molecular phylogeny based on plastid matK and nuclear ribosomal ITS sequences also suggested the section is clearly monophyletic, separate from other congeneric species, and is most closely related to Antheroporum Gagnep. with inflated, vacuous pods and Ohashia X.Y. Zhu & R.P. Zhang with indehiscent flat pods. Therefore, we propose a new genus, Huchimingia Z.Q. Song & Shi J. Li, to accommodate this distinct section.
DOI: 10.15468/pf8v27
title: On a collection of thoracotreme crabs (Crustacea: Brachyura: Ocypodidae, Macrophthalmidae, Dotillidae) from two offshore islands of Papua, eastern Indonesia, with descriptions of two new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Murniati, Dewi Citra, Asakura, Akira, Nugroho, Dharma Arif, Hernawan, Udhi Eko, Dharmawan, Wayan Eka (2022): On a collection of thoracotreme crabs (Crustacea: Brachyura: Ocypodidae, Macrophthalmidae, Dotillidae) from two offshore islands of Papua, eastern Indonesia, with descriptions of two new species. Raffles Bulletin of Zoology 70: 461-491, DOI: 10.26107/RBZ-2022-0026Abstract. In the present study, crab species of the families Ocypodidae Rafinesque, 1815, Macrophthalmidae Dana, 1851, and Dotillidae Stimpson, 1858, are reported from the islands of Liki and Bepondi, in Papua, eastern Indonesia, on the basis of specimens collected during the Nusa Manggala Expedition in 2018. Ocypode ceratophthalmus (Pallas, 1772), O. cordimana Latreille, 1818, Gelasimus jocelynae (Shih, Naruse and Ng, 2010), and Paraleptuca crassipes (White, 1847), all of which belong to the Ocypodidae, are recorded. In addition, two new species from Liki Island, Macrophthalmus (Macrophthalmus) manggala (Macrophthalmidae) and Tmethypocoelis liki (Dotillidae), are described. Macrophthalmus (Macrophthalmus) manggala, new species, belongs to the Macrophthalmus (Macrophthalmus) convexus species-group and can be distinguished from the other members of the same group by a G1 that has a truncated apex with a short chitinous process being twisted and directed laterally, a vulva that is rounded and slightly protruded with a median transverse groove, and the gastric mill wherein the anterior margin of the propyloric ossicle of the median tooth plate is narrow and acute and the lateral tooth plate bears 15–16 teeth. Tmethypocoelis liki, new species, differs from the other four congeners in the male cheliped, which has a subdistal tooth on the upper margin of the dactylus, and the G1, which has a bilobed tip with five short and one long apical setae.
DOI: 10.15468/mzdmq4
title: Description of a new Brazilian species of Acanthoderini, new records in American Cerambycinae and Lamiinae, and a replacement name for a genus (Coleoptera, Cerambycidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Heffern, Daniel, Santos-Silva, Antonio (2023): Description of a new Brazilian species of Acanthoderini, new records in American Cerambycinae and Lamiinae, and a replacement name for a genus (Coleoptera, Cerambycidae). Zootaxa 5318 (4): 555-562, DOI: 10.11646/zootaxa.5318.4.8, URL: http://dx.doi.org/10.11646/zootaxa.5318.4.8AbstractA new species of Acanthoderini is described from Brazil: Penaherreraus birai sp. nov. New records: Susuacanga rotundipennis (Bates, 1884) (Cerambycinae Eburiini) is recorded from the Mexican state of Jalisco; Psyrassa xestioides (Bates, 1872) (Cerambycinae, Elaphidiini) from the Mexican state of Oaxaca; Anisopodus dispar Bates, 1885 from Nicaragua (Lamiinae, Acanthocinini); and Lasiolepturges zikani Melzer, 1928 from Brazil (Pará) (Lamiinae, Acanthocinini). Variations in Urgleptes navarretei Santos-Silva, Nascimento, Botero & McClarin, 2021 are reported. Charlesella is proposed as a replacement name for Pygmaeopsis Schaeffer, 1908 (Coleoptera, Cerambycidae, Lamiinae, Desmiphorini), preoccupied by Pygmaeopsis Warren, 1907 (Lepidoptera, Geometridae).
DOI: 10.15468/yf2vxj
title: Description of six new species forming the sumbana species group of the genus Nemophora Hoffmannsegg (Lepidoptera, Adelidae) from the Lesser Sunda Islands in Indonesia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Kozlov, Mikhail V. (2024): Description of six new species forming the sumbana species group of the genus Nemophora Hoffmannsegg (Lepidoptera, Adelidae) from the Lesser Sunda Islands in Indonesia. Zootaxa 5543 (1): 111-122, DOI: 10.11646/zootaxa.5543.1.6, URL: https://doi.org/10.11646/zootaxa.5543.1.6AbstractIn this study six new species of the genus Nemophora Hoffmannsegg, 1798, are described from the Lesser Sunda Islands (Bali, Sumbawa, Sumba, and Timor) in Indonesia. These species (N. sumbana Kozlov, sp. nov., N. timorella Kozlov, sp. nov., N. umbronitidella Kozlov, sp. nov., N. wegneri Kozlov, sp. nov., N. longipeniculella Kozlov, sp. nov., and N. brevipeniculella Kozlov, sp. nov.) constitute a monophyletic group, characterized by a Λ-shaped yellow marking on the forewing, with the dorsal section of the distal leg of this marking extending along the outer wing margin.
DOI: 10.15468/3z2n3k
title: Integrative revision of the Lygodactylus gutturalis (Bocage, 1873) complex unveils extensive cryptic diversity and traces its evolutionary history

description: This dataset contains the digitized treatments in Plazi based on the original journal article Lobón-Rovira, Javier, Bauer, Aaron M., Pinto, Pedro Vaz, Trape, Jean-Francois, Conradie, Werner, Kusamba, Chifundera, Júlio, Timóteo, Cael, Garin, Stanley, Edward L., Hughes, Daniel F., Behangana, Mathias, Masudi, Franck M., Pauwels, Olivier S. G., Greenbaum, Eli (2024): Integrative revision of the Lygodactylus gutturalis (Bocage, 1873) complex unveils extensive cryptic diversity and traces its evolutionary history. Zoological Journal of the Linnean Society (Zool. J. Linn. Soc.) 201 (2): 447-492, DOI: 10.1093/zoolinnean/zlad123, URL: http://dx.doi.org/10.1093/zoolinnean/zlad123
DOI: 10.15468/taqvyf
title: LE MALAPTÉRURE ÉLECTRIQUE

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Cepède, Anne-Caroline La (1803): LE MALAPTÉRURE ÉLECTRIQUE. In: Histoire Naturelle des Poissons. Rue de Vaugirard, Nº 1195. L'AN XI DE LA RÉPUBLIQUE.: Chez Plassan Imprimeur-Libraire: 94-102, DOI: 10.5281/zenodo.12192799
DOI: 10.15468/mwq8cf
title: New species and new records of Amasa Lea, 1894 ambrosia beetles from Thailand (Coleoptera: Curculionidae: Scolytinae: Xyleborini)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Sittichaya, Wisut, Smith, Sarah M. (2022): New species and new records of Amasa Lea, 1894 ambrosia beetles from Thailand (Coleoptera: Curculionidae: Scolytinae: Xyleborini). Zootaxa 5196 (2): 197-210, DOI: 10.11646/zootaxa.5196.2.2AbstractThree new species, Amasa beaveri sp. nov., Amasa cognatoi sp. nov., and Amasa macarthorum sp. nov., are described. Three species, Amasa circumcisula (Schedl, 1954), Amasa dasyura (Browne, 1950) and Amasa latetruncata (Schedl, 1942), are recorded in Thailand for the first time. A synoptic list of the Thai fauna with distributions is also provided.
DOI: 10.15468/dl.a3edty
title: Occurrence Download

description: A dataset containing 54143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "Geometry POLYGON((-6.50775 36.71508,-5.63602 36.0383,-4.71759 36.46511,-4.8966 37.24358,-5.90065 37.57743,-6.50775 36.71508))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 54143 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065941-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/a7gka6
title: Remarks on the genus Diaphanogryllacris Karny, 1937 (Orthoptera: Gryllacrididae) from China with two new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Lv, Wenqing, Duan, Yueting, Shi, Fuming (2025): Remarks on the genus Diaphanogryllacris Karny, 1937 (Orthoptera: Gryllacrididae) from China with two new species. Zootaxa 5689 (2): 244-256, DOI: 10.11646/zootaxa.5689.2.2, URL: https://doi.org/10.11646/zootaxa.5689.2.2AbstractThis paper reports 2 new species of the genus Diaphanogryllacris Karny, 1937 from China, i.e. Diaphanogryllacris conica sp. nov. and Diaphanogryllacris taiwanis sp. nov., morphological photographs of the new species with 5 known species of the genus are provided. The all specimens are deposited in the Museum of Hebei University, Baoding, China.
DOI: 10.15468/dl.9yxtsb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Pyrgus cirsii",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065947-251120083545085/datasets/export for details.
DOI: 10.15468/2zgtmf
title: Two new species for the rare Afrotropical genera Afrocampsis van Achterberg & Quicke and Malasigalphus van Achterberg & Austin (Hymenoptera: Braconidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Belokobylskij, Sergey A. (2025): Two new species for the rare Afrotropical genera Afrocampsis van Achterberg & Quicke and Malasigalphus van Achterberg & Austin (Hymenoptera: Braconidae). Zootaxa 5689 (3): 570-580, DOI: 10.11646/zootaxa.5689.3.8, URL: https://doi.org/10.11646/zootaxa.5689.3.8AbstractTwo new species of the rare Afrotropical genera Afrocampsis van Achterberg & Quicke, A. austroafricanus sp. nov. (Acampsohelconinae) from South Africa, and Malasigalphus van Achterberg & Austin, M. pubiscutellum sp. nov. (Sigalphinae) from Madagascar, are described and illustrated. A key to three known species of the genus Malasigalphus is provided.
DOI: 10.15468/dl.vddfdj
title: Occurrence Download

description: A dataset containing 20293971 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (Chinese Taipei, China)",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata",
 {
 "or" : [
 "Year 2024-2024",
 "Year 2023-2023",
 "Year 2022-2022",
 "Year 2021-2021",
 "Year 2020-2020",
 "Year 2019-2019",
 "Year 2018-2018",
 "Year 2017-2017",
 "Year 2016-2016",
 "Year 2015-2015",
 "Year 2025-2025"
 ]
 }
 ]
}

 The dataset includes 20293971 records from 433 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065916-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/cb7n73
title: The millipede genus Skleroprotopus Attems, 1901 (Diplopoda, Julida, Mongoliulidae) in China, with description of a new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Mikhaljova, Elena V., Kazarin, Vitaly M., Marusik, Yury M. (2024): The millipede genus Skleroprotopus Attems, 1901 (Diplopoda, Julida, Mongoliulidae) in China, with description of a new species. Zootaxa 5536 (3): 483-491, DOI: 10.11646/zootaxa.5536.3.8, URL: http://dx.doi.org/10.11646/zootaxa.5536.3.8AbstractThe genus Skleroprotopus Attems, 1901 is represented in China by five species, all keyed and mapped, including Skleroprotopus securifer Mikhaljova sp. nov. Taxonomic and distributional remarks are provided for all of the species.
DOI: 10.15468/zcq6a6
title: Descriptions of six new Mexican species of the genus Blepharoneura (Diptera, Tephritidae) belonging to the femoralis species-group

description: This dataset contains the digitized treatments in Plazi based on the original journal article Hernández-López, Mónica, Hernández-Ortiz, Vicente (2024): Descriptions of six new Mexican species of the genus Blepharoneura (Diptera, Tephritidae) belonging to the femoralis species-group. Zootaxa 5448 (2): 225-247, DOI: 10.11646/zootaxa.5448.2.4, URL: http://dx.doi.org/10.11646/zootaxa.5360.3.8AbstractThe genus Blepharoneura currently contains 52 described species distributed throughout the Americas. Currently, 16 species are recorded from Mexico, of which 13 belong to the femoralis group. In this study we describe six new species of the femoralis group from several localities in Mexico: B. martyae, n. sp.; B. alleni, n. sp.; B. zapoteca n. sp.; B. xalapensis, n. sp.; B. isabelae, n. sp.; and B. dzuli, n. sp. A key for the identification of all species of the femoralis group is also provided, based on modifications of the key originally published by Norrbom and Condon (2010) to include the new species described here.
DOI: 10.15468/u7encj
title: Revision of Embolemidae (Hymenoptera: Chrysidoidea) from the Middle East

description: This dataset contains the digitized treatments in Plazi based on the original journal article Moghaddam, Mostafa Ghafouri, Mohebban, Shahla, Olmi, Massimo, Rahmani, Zahra, Rakhshani, Ehsan, Arias-Penna, Diana Carolina, Ahmad, Zubair (2022): Revision of Embolemidae (Hymenoptera: Chrysidoidea) from the Middle East. Zootaxa 5138 (3): 305-323, DOI: 10.11646/zootaxa.5138.3.5AbstractThe family Embolemidae (Hymenoptera: Chrysidoidea) from the Middle East is taxonomically reviewed. Three species are reported, redescribed, and illustrated, Ampulicomorpha thauma Rasnitsyn & Matveev from Iran, Embolemus harteni Olmi from Yemen, and E. huberi Olmi from Iran. The extremely rare genus Ampulicomorpha Ashmead is here recorded for the first time from the Middle East. Embolemus harteni is further recorded from two more governorates of Yemen. A species identification key of Embolemidae from the Middle East, distribution maps, details of the morphological characters, and extensive colour photographs of every species are also provided. A brief discussion on the species relationships and their relevant ecoregions based on the currently limited available information is offered.
DOI: 10.15468/jq598q
title: New synonyms in Celastraceae toward an update of the flora of Brazil

description: This dataset contains the digitized treatments in Plazi based on the original journal article Biral, Leonardo (2020): New synonyms in Celastraceae toward an update of the flora of Brazil. Phytotaxa 446 (4): 237-244, DOI: 10.11646/phytotaxa.446.4.4, URL: http://dx.doi.org/10.11646/phytotaxa.446.4.4AbstractThis paper proposes nine new synonyms for seven Brazilian taxa from two genera: Monteverdia and Plenckia (Celastroideae). This proposal is a preliminary step in the Celastraceae treatment for the ongoing “Flora do Brasil 2020” project. Most of the names discussed here had been neglected in literature and are absent in available taxonomic revisions, with some being discussed for the first time after the publication. Additionally, lectotypes for seven names are designated here.
DOI: 10.5281/zenodo.18060482
title: Drivers of insect herbivory resistance and tolerance to plant damage in the Brachypodium distachyon species complex

description: This is the dataset that underlies all the analyses presented in the paper, "Drivers of insect herbivory resistance and tolerance to plant damage in the Brachypodium distachyon species complex."
DOI: 10.5281/zenodo.18060483
title: Drivers of insect herbivory resistance and tolerance to plant damage in the Brachypodium distachyon species complex

description: This is the dataset that underlies all the analyses presented in the paper, "Drivers of insect herbivory resistance and tolerance to plant damage in the Brachypodium distachyon species complex."
DOI: 10.15468/dl.p3xanv
title: Occurrence Download

description: A dataset containing 885595 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BirdMap Data - GPS tracking of Storks, Cranes and birds of prey, breeding in Northern and Eastern Europe"
 ]
}

 The dataset includes 885595 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065945-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14160222
title: MetroSCREEN ref data
title: MetroSCREEN ref data

description: MM.nodup.new.rds: stores the processed gene list for each MetaModule.

MM.meta.rds: stores detailed information for the MetaModules.

RP_score.rds: stores a regulatory potential (RP) score matrix, where rows represent genes and columns represent ChIP-seq dataset IDs from CistromeDB. Because CistromeDB contains multiple ChIP-seq experiments for the same TF, each TF–dataset combination is assigned a unique ID, which corresponds one-to-one to the sample_id in the LISA results. Each entry in the matrix quantifies the regulatory potential of the TF (from that specific ChIP-seq dataset) to regulate the given gene.

ligand_target_matrix.rds: stores the regulatory potential scores linking ligands to target genes.

lr_network.rds: stores ligand–receptor relationships.