cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.vr5d5f
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Colletotrichum higginsianum, Colletotrichum higginsianum, Colletotrichum higginsianum Sacc., Colletotrichum higginsianum Sacc., Colletotrichum higginsianum Sacc, Colletotrichum higginsianum Sacc., Colletotrichum higginsianum Sacc., Colletotrichum higginsianum Sacc., Colletotrichum higginsianum mitovirus 1, Colletotrichum higginsianum mitovirus 1, Colletotrichum higginsianum ssRNA virus 1, Colletotrichum higginsianum ssRNA virus 1, Colletotrichum higginsianum non-segmented dsRNA virus 1, Colletotrichum higginsianum non-segmented dsRNA virus 1)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005019-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3xtdv
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lethe dynsate (Hewitson, 1863)"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005020-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3sspq
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.997018690093 4.5694255173107745,-74.5135022065765 4.5694255173107745,-74.5135022065765 6.0529420008272705,-75.997018690093 6.0529420008272705,-75.997018690093 4.5694255173107745))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lithobates catesbeianus (Shaw, 1802)"
 ]
}

 The dataset includes 173 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005022-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7csjmx
title: Occurrence Download

description: A dataset containing 27203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Corynespora cassiicola, Corynespora cassiicola, Corynespora cassiicola, Corynespora cassiicola fusarivirus 1, Corynespora cassiicola victorivirus 1, Corynespora cassiicola victorivirus 1, Corynespora cassiicola fusarivirus 1, Corynespora cassiicola (Berk. & M.A.Curtis) C.T.Wei, Corynespora cassiicola (Berk. & M.A.Curtis) C.T.Wei, Corynespora cassiicola bipartite mycovirus 1, Corynespora cassiicola (Berk. & M.A.Curtis) C.T.Wei, Corynespora cassiicola (Berk. & M.A.Curtis) C.T.Wei, Corynespora cassiicola (Berkely & Curtis) Wei, Corynespora cassiicola bipartite mycovirus 1, Corynespora cassiicola (Berk. & M.A.Curtis) C.T.Wei, Corynespora cassiicola (Berk. & M.A.Curtis) C.T.Wei, 1950, 177027607, Corynespora cassiicola (Berk. & M.A. Curtis) C.T. Wei, Corynespora cassiicola (Berk. & M.A. Curtis) C.T. Wei, Corynespora cassiicola (Berk. & M.A. Curtis) C.T. Wei, Corynespora cassiicola (Berk. & M.A. Curtis) C.T. Wei, 1950, Corynespora cf. cassiicola G16, Corynespora cf. cassiicola G16, Rudbeckia laciniata L., Rudbeckia laciniata L., Montanoa guatemalensis B.L.Rob. & Greenm., Montanoa guatemalensis, Helminthosporium cassiicola Berk. & M.A.Curtis, Cercospora vignicola E.Kawam., Corynespora melonis Cooke ex Lindau, Helminthosporium vignae L.S. Olive, Helminthosporium papayae Syd., Helminthosporium vignicola (E.Kawam.) L.S.Olive, 177027608, Corynespora melonis Cooke, Helminthosporium cassiicola Berk. & M.A.Curtis, Helminthosporium cassiicola Berk. & M.A.Curtis, 1868, Cercospora melonis Cooke, Cercospora vignicola E. Kawam., Helminthosporium cassiicola Berk. & M.A. Curtis, Corynespora vignicola (E. Kawam.) Goto, Corynespora mazei Güssow, Helminthosporium vignae L.S. Olive, Helminthosporium cassiicola Berk. & M.A.Curtis, 1868, Corynespora melonis Cooke ex Lindau, Helminthosporium papayae Syd., Helminthosporium cassiicola Berk. & M.A. Curtis, Helminthosporium vignicola (E. Kawam.) L.S. Olive, Helminthosporium papayae Syd., Corynespora mazei Güssow, Cercospora melonis Cooke, Corynespora melonis Cooke ex Lindau, Corynespora melonis (Cooke) Sacc., 1913, Helminthosporium vignicola (E. Kawam.) L.S. Olive, Corynespora vignicola (E. Kawam.) Goto, Corynespora vignicola (E.Kawam.) Goto, Cercospora melonis Cooke, Helminthosporium vignae L.S.Olive, Cercospora melonis Cooke, 1896, Corynespora mazei Güssow, Helminthosporium papayae Syd., Cercospora vignicola E. Kawam.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27203 records from 360 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005021-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27642168.v1
title: Data Example (Please don't consider)

description: An Image Sentinel from GEE. All credit here.
DOI: 10.15468/dl.5ynzgj
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Heterodera schachtii, Heterodera schachtii, Heterodera schachtii, Heterodera schachtii, 168947857, Heterodera schachtii Schmidt, 1871, Heterodera schachtii Schmidt, 1871, Heterodera schachtii Schmidt, 1871, Heterodera schachtii Schmidt, 1871, Heterodera schachtii Schmidt, 1871, Heterodera schachtiimajor O.Schmidt, 1930, Heterodera schachtiimajor O.Schmidt, 1930, 182917764, 182917760, Heterodera schachtiimajor O. Schmidt, 1930, Heterodera schachtii, Heterodera schachtii Schmidt, 1871, Heterodera schachtii Schmidt, 1871, Heterodera schachtii A.Schmidt, 1871, Heterodera schachtii Schmidt, 1871, Heterodera schachtii Schmidt, 1871, Heterodera schachtii Schmidt, 1871, Heterodera schachtii Schmidt, 1871, Heterodera schachtii Schmidt, 1871, Heterodera schachtii A.Schmidt, 1871, Heterodera schachtii A.Schmidt, 1871, Heterodera schachtii (A.Schmidt, 1871), Heterodera schachtii A. Schmidt, 1871, Heterodera schachtii A. Schmidt, 1871, Sinapis alba L., Rheum rhabarbarum L., Crambe hispanica subsp. abyssinica (Hochst. ex R.E.Fr.) Prina, Arabidopsis thaliana (L.) Heynh., 182917766, Tylenchus schachtii (A.Schmidt) Örley, 1880, Tylenchus schachtii (A.Schmidt) Örley, 1880, Tylenchus schachtii (A. Schmidt) Örley, 1880)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005023-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r22847
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lily symptomless virus, Lily symptomless virus, Lily symptomless virus, Lily symptomless virus, Lily symptomless virus, Lily symptomless virus)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005024-241107131044228/datasets/export for details.
DOI: 10.15468/dl.k48gdw
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ceratocystis fagacearum (Bretz) J.Hunt, Ceratocystis fagacearum (Bretz) J.Hunt, Ceratocystis fagacearum (Bretz) J.Hunt, Ceratocystis fagacearum (Bretz) J.Hunt, Ceratocystis fagacearum (Bretz) J. Hunt, Ceratocystis fagacearum (Bretz) Hunt, 1956, Ceratocystis fagacearum (Bretz) Hunt, 1956, Ceratocystis fagacearum (Bretz) J. Hunt, 205545916, Bretziella fagacearum (Bretz) Z.W.de Beer, Marinc., T.A.Duong & M.J.Wingf. 2017, Quercus falcata Michx., Bretziella fagacearum (Bretz) Z.W.de Beer, Marinc., T.A.Duong & M.J.Wingf., Quercus rubra L., Chalara quercina B.W.Henry, Bretziella fagacearum (Bretz) Z.W. de Beer, Marinc., T.A. Duong & M.J. Wingf., Thielaviopsis quercina (B.W. Henry) A.E. Paulin, T.C. Harr. & McNew, Chalara quercina B.W. Henry, Endoconidiophora fagacearum Bretz, Endoconidiophora fagacearum Bretz, Thielaviopsis quercina (B.W.Henry) A.E.Paulin, T.C.Harr. & McNew, Endoconidiophora fagacearum Bretz, Endoconidiophora fagacearum Bretz)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 30 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005025-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14060490
title: PEDAGOGICAL CONDITIONS FOR THE DEVELOPMENT OF COMPETENCE OF PHYSICS TEACHERS IN WORKING WITH INFORMATION
DOI: 10.5281/zenodo.14060491
title: PEDAGOGICAL CONDITIONS FOR THE DEVELOPMENT OF COMPETENCE OF PHYSICS TEACHERS IN WORKING WITH INFORMATION
DOI: 10.15468/dl.vaj4ha
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aphelenchoides ritzemabosi, Aphelenchoides ritzemabosi (Schwartz, 1911), Aphelenchoides ritzemabosi (Schwartz, 1911), Aphelenchoides ritzemabosi (Schwartz) Steiner & Buhrer, Aphelenchoides ritzemabosi, Aphelenchoides ritzemabosi, Aphelenchoides ritzemabosi, 158135568, Aphelenchoides ritzemabosi (Schwartz, 1911) Steiner & Buhrer, 1932, Aphelenchoides ritzemabosi (Schwartz, 1911) Steiner & Buhrer, 1932, Aphelenchoides ritzemabosi Schwartz, 1911, Aphelenchoides ritzemabosi (Schwartz 1911) (Schwartz, 1911) Steiner & Buhrer 1932, Aphelenchoides ritzemabosi (Schwartz, 1911), Aphelenchoides ritzemabosi (Schwartz, 1911), Aphelenchoides ritzemabosi (Schwartz, 1911), Aphelenchoides ritzemabosi (Schwartz, 1911), 194015994, Aphelenchoides ritzemabosi (Schwartz, 1911), Aphelenchoides ritzemabosi (Schwartz, 1911), Aphelenchoides ritzemabosi (Schwartz, 1911), Aphelenchoides ritzemabosi (Schwartz, 1911), Aphelenchoides ritzemabosi (Schwartz, 1911), Aphelenchoides ritzemabosi (Schwartz, 1911), Aphelenchoides ritzemabosi (Schwartz, 1911) Steiner & Buhrer, 1932, 210268699, Aphelenchoides ritzemabosi (Schwartz, 1911) Steiner & Buhrer, 1932, Aphelenchoides fragariae (Ritzema Bos, 1891) Christie, 1932, Aphelenchus ritzemabosi Schwartz, 1911, Aphelenchus ritzemabosi Schwartz, 1911, Aphelenchus ritzemabosi Schwartz, 1911, 194015995, Aphelenchus ritzemabosi Schwartz, 1911, 210268700, Aphelenchus ritzemabosi Schwartz, 1911, Aphelenchus ritzemabosi Schwartz, 1911)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 32 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005026-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yquvyr
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mycalesis rama (Moore)"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005027-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bacjuy
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bacillus pumilus_N, Bacillus pumilus_M, Bacillus pumilus_G, Bacillus pumilus_M, Bacillus pumilus_N, Bacillus pumilus Meyer & Gottheil, 1901, 172329432, Bacillus pumilus Meyer & Gottheil, 1901, Bacillus pumilus_G, Bacillus pumilus, Bacillus pumilus, Bacillus pumilus, Bacillus pumilus, Bacillus pumilus Meyer & Gottheil, 1901, Bacillus pumilus Meyer & Gottheil, 1901, Bacillus pumilus Meyer & Gottheil, 1901, 177028849, Bacillus pumilus Meyer & Gottheil, 1901, Bacillus pumilus Meyer & Gottheil, 1901, Bacillus cf. pumilus SG2, Bacillus cf. pumilus SG2, Mycena aurantiomarginata (Fr.) Quél., 1872, Bacillus safensis Satomi et al., 2006, Ginkgo biloba L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 72 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005028-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14060451
title: Replication Package of "Optimizing Datasets for Code Summarization: Is Code-Comment Coherence Enough?"

description: This repository contains the datasets and the scripts to replicate our work "Optimizing Datasets for Code Summarization: Is Code-Comment Coherence Enough?".
DOI: 10.5281/zenodo.14060452
title: Replication Package of "Optimizing Datasets for Code Summarization: Is Code-Comment Coherence Enough?"

description: This repository contains the datasets and the scripts to replicate our work "Optimizing Datasets for Code Summarization: Is Code-Comment Coherence Enough?".
DOI: 10.6084/m9.figshare.26616214.v4
title: <b>MAMMALS IN URBAN CENTERS: a dataset for Brazil</b>

description: The continuous growth of the urban population, coupled with habitat loss, has resulted in unanticipated interactions between animals and humans in urban centers. In this study, we investigated the presence of mammals in urban centers through newspaper reports on websites. Specifically, we examined: i) the frequency of photographic records, ii) the temporal trends (2001 to 2021) and spatial trends (Brazilian regions and states) of the records, iii) the orders, families, and species most frequently reported in urban centers. We searched for news on the Google platform (http://www.google.com.br). We employed combinations of the keywords "mammals in urban centers," "mammals found in the city," and "mammal found in the municipality." We excluded repeated news items, sites that experienced technical problems during the search period, and those that did not cover the topic. We compiled a total of 733 websites. Of the total number of sites, 89% (n = 652) had photographic records. The records spanned from 2002 to 2021, with 73% (n = 534) occurring in the last four years. The Southeast (41%, n = 302), South (25%, n = 182), and Midwest (18%, n = 129) regions stood out. The animals recorded belonged to 55 mammal species (16 vulnerable and 3 endangered), distributed in 22 families and 10 orders. This is the first study that utilize websites for diagnosing the mammal fauna present in urban centers in Brazil. The dataset generated here could aid in understanding the occurrence of mammal species in the urban environment.
DOI: 10.15468/dl.z5ycng
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hemicriconemoides mangiferae Siddiqi, 182918280, Hemicriconemoides mangiferae Siddiqi, 1961, Hemicriconemoides mangiferae Siddiqi, 1961, 161354824, Hemicriconemoides mangiferae Siddiqi, 1961, Hemicriconemoides mangiferae Siddiqi, 1961, Hemicriconemoides birchfieldi Edward, Misra & Singh, 1965, Hemicriconemoides litchi Edward & Misra, 1964, Hemicriconemoides aberrans Phukan & Sanwal, 1983, 182918282, Hemicriconemoides birchfieldi Edward, Misra & Singh, 1965, 182918283, 182918281, Hemicriconemoides aberrans Phukan & Sanwal, 1983, Hemicriconemoides litchi Edward & Misra, 1964, Hemicriconemoides aberrans Phukan & Sanwal, 1983, Hemicriconemoides litchi Edward & Misra, 1964, Hemicriconemoides birchfieldi Edward, Misra & Singh, 1965)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005030-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqeu4k
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Peronosclerospora sorghi, Peronosclerospora sorghi, Peronosclerospora sorghi (W.Weston & Uppal) C.G.Shaw, Peronosclerospora sorghi (W.Weston & Uppal) C.G.Shaw, Peronosclerospora sorghi (W.Weston & Uppal) C.G.Shaw, Peronosclerospora sorghi (W.Weston & Uppal) C.G.Shaw, Peronosclerospora sorghi (W. Weston & Uppal) C.G. Shaw, Sclerospora sorghi W.Weston & Uppal, Sclerospora andropogonis-sorghi (Kulk.) Mundk., Sclerospora sorghi-vulgaris Mundk., Sclerospora andropogonis-sorghi (Kulk.) Mundk., Sclerospora sorghi W. Weston & Uppal, Sclerospora sorghi W.Weston & Uppal, Sclerospora andropogonis-sorghi (Kulk.) Mundk., Sclerospora graminicola (Sacc.) J.Schröt., Sclerospora sorghi W.Weston & Uppal)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005031-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzey7j
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Meloidogyne hispanica Hirschmann, 1986, Meloidogyne hispanica Hirschmann, 1986, Meloidogyne hispanica Hirschmann, 1986, Meloidogyne hispanica Hirschmann, 1986, Meloidogyne hispanica Hirschmann, 1986, 210587464, Meloidogyne hispanica Hirschmann, 1986, Meloidogyne hispanica, Meloidogyne hispanica, 161355434, Meloidogyne hispanica Hirschmann, 1986)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005032-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15472/vdwyis
title: Vegetación asociada al cerro Alto marrano, municipio de Pueblo Rico, Risaralda. 2018

description: La vegetación del Cerro Marrano, al igual que la de otros cerros caracterizados por el Instituto de Investigaciones Ambientales del Pacífico (Janano, Buey, Mecana, Yacupí, Tacarcuna, entre otros), representa un componente clave del ecosistema donde coexiste una diversidad de especies y tienen cabida una cantidad de procesos ecológicos. Dichas características, además de convertir a este cerro en un ecosistema estratégico para la conservación de la biota del Chocó biogeográfico, también lo hace vulnerable, pues son estas cualidades las que de alguna manera determinan el interés de las poblaciones humanas y en muchas veces motivan su afectación. Lo que, de manera consecuente, puede dar lugar al rompimiento de la trama ecológica y dinámica intrínseca de este ecosistema, siempre y cuando la relación comunidad – ecosistema no sea sostenible.

En el marco de lo anterior, el Instituto de Investigaciones Ambientales del Pacífico consciente de la importancia de la vegetación y de estos ecosistemas para las comunidades aledañas, ha venido diseñando estrategias para determinar la vegetación y su estado de conservación en ecosistemas de media montaña de su jurisdicción.

Bajo esa perspectiva, en este apartado el Instituto de Investigaciones Ambientales del Pacífico presenta la caracterización de la flora presente en el cerro alto del marrano ubicado en Pueblo Rico Risaralda; pues de acuerdo con las dinámicas de este ecosistema en los últimos años (aprovechamiento selectivo de maderas y tala rasa en algunos sectores) se hace necesario indagar documentar sobre la flora presente y su estado de conservación.

En ese sentido se presentan datos sobre la composición y estructura general de la flora en el ecosistema y se hace énfasis en la vegetación herbácea y leñosa. Con estos datos, se apunta a comprender lo que ha venido sucediendo con este ecosistema con relación a información ya existente; pues a pesar de su importancia como ecosistema estratégico para el mantenimiento y conservación de la biota y estructura ecológica del Chocó biogeográfico, también ha representado un espacio de uso para el sostenimiento de poblaciones humanas que circundan dicho ecosistema. En ese contexto, se busca aportar elementos de juicio que faciliten la toma de decisiones acertadas frente al bienestar de los ecosistemas en esta parte del Chocó biogeográfico.