The dataset consists of classified images from small mammal camera traps. The images are processed using the semi-automatic workflow established by Böhner et al. (2023). We use a pre-trained machine learning algorithm to automatically classify all images. Images classified with low confidence or from species/species groups that are challenging are manually annotated. Abundance indices can be estimated following temporal and spatial aggregation of detection events following Kleiven et al. 2023.
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media, vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"46fec380-8e1d-11dd-8679-b8a03c50a862","hostingOrganizationTitle":"Norwegian Institute for Nature Research","hostingCountry":"NO","publishingCountry":"NO","publishingOrganizationKey":"46fec380-8e1d-11dd-8679-b8a03c50a862","publishingOrganizationTitle":"Norwegian Institute for Nature Research","publicationDate":"2025-12-02T12:00:00.000+00:00","modified":"2025-12-08T07:59:38.130+00:00","endorsingNodeKey":"4f829580-180d-46a9-9c87-ed8ec959b545","networkKeys":["379a0de5-f377-4661-9a30-33dd844e7b9a"],"license":"http://creativecommons.org/licenses/by/4.0/legalcode","decades":[2020],"keywords":["Occurrence","Observation","lemming","vole","small rodent","alpine tundra","camera trap"],"recordCount":306997},{"key":"8a5cbaec-2839-4471-9e1d-98df301095dd","title":"MICA - Muskrat and coypu camera trap observations in Belgium, the Netherlands and Germany","doi":"10.15468/5tb6ze","description":"MICA - Muskrat and coypu camera trap observations in Belgium, the Netherlands and Germany is a camera trap dataset published by the Research Institute for Nature and Forest (INBO). It contains camera trapping data collected for the LIFE project MICA, in which innovative techniques are tested for a more efficient control of muskrat and coypu populations, both invasive species. The camera traps were deployed using a standardized protocol (https://lifemica.eu/wp-content/uploads/2021/03/Protocol-camera-traps.pdf) at four locations in Flanders (26 cameras) and one in Germany (7 cameras) where the presence of muskrat and/or coypu was suspected. Images from the camera traps were uploaded to Agouti for annotation by project members. Bycatch species were also recorded. Issues with the dataset can be reported at https://github.com/inbo/camera-trap-datasets/issues.\n
This dataset was collected and processed with funding by the EU (LIFE18 NAT/NL/001047), Research Foundation - Flanders (LifeWatch) and NLBIF - Netherlands Biodiversity Information Facility.
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media, vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"1cd669d0-80ea-11de-a9d0-f1765f95f18b","hostingOrganizationTitle":"Research Institute for Nature and Forest (INBO)","hostingCountry":"BE","publishingCountry":"BE","publishingOrganizationKey":"1cd669d0-80ea-11de-a9d0-f1765f95f18b","publishingOrganizationTitle":"Research Institute for Nature and Forest (INBO)","publicationDate":"2025-06-27T12:00:00.000+00:00","modified":"2026-05-12T02:56:34.127+00:00","endorsingNodeKey":"fb11cfe1-ebc3-45af-9159-17d9fddbcdac","license":"http://creativecommons.org/publicdomain/zero/1.0/legalcode","decades":[2010,2020],"keywords":["Occurrence","Observation","muskrat","invasive alien species","coypu","public awareness campaign","damage prevention","flood control","flood protection","animal damage","pest control","camera traps"],"recordCount":116529},{"key":"3856c01f-5031-4cc1-a5b2-2daa9537411b","title":"Monitoreo pasivo de fauna silvestre con cámaras trampa en el Piedemonte Casanare, Colombia - Proyecto FIBRAS","doi":"10.15472/eezuqw","description":"El presente conjunto de datos incluye los registros obtenidos a partir de fototrampeo en el piedemonte del departamento de Casanare, Colombia. Entre los meses de noviembre a diciembre de 2020, noviembre 2021 y enero de 2022, y marzo a mayo de 2025 se instalaron cámaras trampa en 150 estaciones de muestreo en los municipios de Yopal, Aguazul y Tauramena. Estas cámaras permanecieron activas durante un promedio de 49 días por temporada. Del total de cámaras instaladas, durante el primer periodo de muestreo se obtuvieron datos efectivos de 139 equipos. En total, se obtuvieron 83.004 fotografías, de las cuales 34.360 corresponden a vertebrados, incluyendo 114 especies de aves, mamíferos y reptiles. Para el segundo periodo de muestreo, con 130 estaciones efectivas de muestreo, se obtuvieron 105.783 fotografías de las cuales 32.482 corresponden a vertebrados, donde los mamíferos presentan el mayor registro (54,4%), seguido de las aves, los reptiles con el 45% y el 0,06% respectivamente. Para el tercer periodo de muestreo, con 139 estaciones efectivas de muestreo, 97.677 fotografías de las cuales 7.900 corresponden a vertebrados, donde los mamíferos presentan el mayor registro (59,1%), seguido de las aves y los reptiles, con el 40,3% y el 0,06% respectivamente, después del eliminar fotografías en blanco y con independencia de 30 minutos.
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media, vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"c4f66525-4d36-4c18-82ac-98e088f54db4","hostingOrganizationTitle":"Sistema de Información sobre Biodiversidad de Colombia - SiB Colombia","hostingCountry":"CO","publishingCountry":"CO","publishingOrganizationKey":"d5ef14a1-5177-4547-9ce2-46d84a4214eb","publishingOrganizationTitle":"Ecopetrol S.A.","publicationDate":"2026-03-18T12:00:00.000+00:00","modified":"2026-03-25T11:56:27.006+00:00","endorsingNodeKey":"7e865cba-7c46-417b-ade5-97f2cf5b7be0","networkKeys":["2ee1bff7-0b34-4fa3-9433-feaa7c6ee08b"],"license":"http://creativecommons.org/licenses/by-nc/4.0/legalcode","decades":[2020],"keywords":["Occurrence","Observation","Casanare","mamíferos","piedemonte","reptiles","fototrampeo","aves","Samplingevent"],"projectIdentifier":"proyecto_FIBRAS","recordCount":108093},{"key":"16ac65ab-57e4-4441-8057-431ca60e4205","title":"Dakatcha Woodland Biodiversity Assessment","doi":"10.15468/pyzdwt","description":"This dataset contains camera trap observations collected during a long-term mammal survey in Dakatcha Woodland, Kilifi County, Kenya, between April 2019 and July 2022. The survey was designed to establish a baseline inventory of medium- and large-bodied terrestrial mammals within and around the A Rocha Dakatcha Nature Reserve and to support conservation planning for this globally important biodiversity hotspot.\r
The survey comprised 122 camera trap deployments using Reconyx HyperFire infrared cameras, representing 6,779 camera-trap days of sampling effort. Cameras were deployed for approximately two months per location before being moved to new sites, providing broad spatial coverage across the study area. Cameras were positioned along wildlife trails or other locations showing evidence of mammal activity and were programmed to capture three photographs per trigger.\r
Images were managed and classified using Wildlife Insights, which was used throughout the project for deployment management, image annotation, species identification, and quality control. The complete project, including all classified images and metadata, is publicly available at https://app.wildlifeinsights.org/public-project/2001317/my_first_project_1587661402925.\r
Images were manually classified and identified to the lowest taxonomic level possible. When species-level identification was not possible, records were assigned to the highest confidently identified taxonomic rank. The published dataset includes wild mammals, as well as records of humans and domestic animals detected during the survey. Independent detection events were defined using a one-hour interval between consecutive records of the same taxon at the same camera.\r
The dataset is published as a Camtrap Data Package following the open camera trap data standard, facilitating interoperability and reuse through GBIF and other biodiversity data infrastructures. It provides occurrence records together with deployment metadata, camera locations, sampling effort, timestamps, and associated media references where available.\r
The scripts used to convert the Wildlife Insights export into the published Camtrap Data Package, together with all analyses and figures presented in the accompanying report, are openly available at https://github.com/A-Rocha-Kenya/CamTrapDakatcha, providing a fully reproducible workflow from image classifications to the published dataset and report.\r
The survey documented 28 wild mammal species, including globally threatened species such as the Endangered Golden-rumped Sengi (Rhynchocyon chrysopygus) and the Vulnerable Leopard (Panthera pardus). Beyond species occurrences, the dataset supports studies of species distributions, occupancy, relative abundance, activity patterns, community composition, and long-term monitoring of mammal populations in East African coastal forests.\r
A detailed analysis of the survey methods, species accounts, and conservation implications is presented in the accompanying report, Mammal diversity survey in Dakatcha Woodland, Kenya: Results from a four-year camera trap survey (2019–2022).
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"fd515d3a-b237-42de-bba6-760008580da5","hostingOrganizationTitle":"National Museums of Kenya","hostingCountry":"KE","publishingCountry":"KE","publishingOrganizationKey":"d8d6c888-92e7-4036-9808-fb3812be61e1","publishingOrganizationTitle":"A Rocha Kenya","publicationDate":"2026-07-01T12:00:00.000+00:00","modified":"2026-07-01T08:14:38.269+00:00","endorsingNodeKey":"7f48e0c8-5c96-49ec-b972-30748e339115","license":"http://creativecommons.org/licenses/by/4.0/legalcode","decades":[2010,2020],"keywords":["Occurrence","Observation"],"projectIdentifier":"Dakatcha Woodland","recordCount":73045},{"key":"c9cbc586-660e-4d89-ba14-0000c5770de1","title":"GMU8_LEUVEN - Camera trap observations in natural habitats south of Leuven (Belgium)","doi":"10.15468/4u3wm4","description":"GMU8_LEUVEN - Camera trap observations in natural habitats south of Leuven (Belgium) is a dataset published by the Research Institute for Nature and Forest (INBO). It contains camera trap data primarily collected to monitor the interaction between human activities (e.g. recreation, hunting) and the population dynamics as well as geographical and temporal distribution of roe deer (Capreolus capreolus) and wild boar (Sus scrofa) in natural areas south of Leuven. However, the dataset also includes all recorded observations of mammals and birds captured during the monitoring period. Observations later than 2024-09-05 are under embargo, unless they are observations of non-native species.\n
Monitoring started in March 2018 and was conducted in close collaboration with hunters and members of local nature conservation associations active in the area. Several forest and nature areas south of Leuven were sampled, with the main forest complexes being Meerdaalwoud, Heverleebos, and Egenhovenbos. Additionally, camera traps were placed in the valleys of the Dijle, Laan, and Yse rivers. Each camera trap was installed facing north at a height of approximately 50 cm. No bait was used during the monitoring.\n
The sampling design was based on a grid of 250 x 250 meter cells. Camera locations were determined by randomly selecting a subset of these grid cells, and the coordinates used for placement corresponded to the center point of each selected cell. A total of 32 camera traps were used. These were relocated monthly, with each selected grid cell being monitored once during the winter and once during the summer. Images from the camera traps were uploaded to Agouti for data annotation. Issues with the dataset can be reported at https://github.com/inbo/camera-trap-datasets/issues.\n
We have released this dataset to the public domain under a Creative Commons Zero waiver. We kindly ask users to follow the INBO norms for data use (https://www.inbo.be/en/norms-data-use) when using the data. If you have any questions regarding this dataset, don't hesitate to contact us via the contact information provided in the metadata or via opendata@inbo.be. Researchers can request more detailed geographic coordinates of the camera trap locations by contacting jim.casaer@inbo.be.\n
This dataset was collected using infrastructure managed by INBO and funded by the Research Foundation – Flanders (FWO) as part of Belgium’s contribution to LifeWatch.
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media, vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"1cd669d0-80ea-11de-a9d0-f1765f95f18b","hostingOrganizationTitle":"Research Institute for Nature and Forest (INBO)","hostingCountry":"BE","publishingCountry":"BE","publishingOrganizationKey":"1cd669d0-80ea-11de-a9d0-f1765f95f18b","publishingOrganizationTitle":"Research Institute for Nature and Forest (INBO)","publicationDate":"2025-09-19T12:00:00.000+00:00","modified":"2026-05-07T09:42:45.824+00:00","endorsingNodeKey":"fb11cfe1-ebc3-45af-9159-17d9fddbcdac","license":"http://creativecommons.org/publicdomain/zero/1.0/legalcode","decades":[2010,2020],"keywords":["Occurrence","Observation","European Observatory of Wildlife (EOW)","roe deer","Flanders","GMU8","LifeWatch","Long Term Ecological Research Network (LTER)","birds","wildlife management","invasive alien species","Nationaal Park Brabantse Wouden","mammals","Belgium","wild boar","ungulates","camera traps"],"recordCount":67181},{"key":"6007ea18-e37b-4557-8703-68d3cce38c65","title":"Sonópolis: Monitoreo acústico pasivo en Bogotá D.C.","doi":"10.15468/pa9bdx","description":"I2D-BIO_2026_049. Conjunto de datos de monitoreo acústico pasivo generado en el marco del Convenio Interadministrativo 25-203 (SDA–Instituto Humboldt), orientado a evaluar la integridad ecológica y la efectividad de acciones de conservación en áreas protegidas urbanas de Bogotá. Incluye grabaciones y metadatos de despliegue de 35 puntos de muestreo en 9 áreas protegidas (incl. Torca-Guaymaral, Juan Amarillo, Córdoba, Tibanica, Santa María del Lago, El Tunjo, La Vaca, Tingua Azul y PDEM Entrenubes), organizados por periodos de muestreo sucesivos (Periodo A y posteriores).\r
El Periodo A consiste en un muestreo acústico realizado desde el 26 de marzo al 19 de mayo de 2026. La identificación de especies se centró en dos grupos taxonómicos: aves y anfibios.
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"c4f66525-4d36-4c18-82ac-98e088f54db4","hostingOrganizationTitle":"Sistema de Información sobre Biodiversidad de Colombia - SiB Colombia","hostingCountry":"CO","publishingCountry":"CO","publishingOrganizationKey":"e70c4151-0d1a-414d-b70e-e87ac1e812b7","publishingOrganizationTitle":"Secretaría Distrital de Ambiente","publicationDate":"2026-09-02T12:00:00.000+00:00","modified":"2026-09-04T06:32:23.459+00:00","endorsingNodeKey":"7e865cba-7c46-417b-ade5-97f2cf5b7be0","license":"http://creativecommons.org/licenses/by-nc/4.0/legalcode","decades":[2020],"keywords":["Occurrence","Observation","monitoreo acústico pasivo, ecoacústica, bioacústica, paisaje sonoro, integridad ecológica, efectividad de conservación, áreas protegidas, ecología urbana, indicadores de biodiversidad, sensores acústicos pasivos"],"projectIdentifier":"MA-SDA","recordCount":49590},{"key":"273ee7a0-4b59-4350-b220-3282b533ecde","title":"Luxembourg national monitoring (valerian) 2020-2022","doi":"10.15468/v2zchq","description":"This dataset contains the Luxembourg occurence records from 2020 to 2022 of the national monitoring using hair traps with valerian, in forest, targeting Felis silvestris silvestris, Martes martes and Mustela putorius. Selection of 72 1km-squares with >10% of forest coverage using a stratified random sampling. 3 camera traps on game routes, 1 camera trap on Polecat habitats (pond and/or river bank and/or forest edge), from January to June, control every 2 weeks for hair collecting and systematic hair trap replacement (execpt for the "Polecat" site). 3-year cycles (surveys undertaken every years on 1/3 of the squares, in rotation). https://www.list.lu/en/environment/project/forest-mammals/
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"75642970-f855-11dd-8235-b8a03c50a862","hostingOrganizationTitle":"National Museum of Natural History, Luxembourg","hostingCountry":"LU","publishingCountry":"LU","publishingOrganizationKey":"75642970-f855-11dd-8235-b8a03c50a862","publishingOrganizationTitle":"National Museum of Natural History, Luxembourg","publicationDate":"2026-07-01T12:00:00.000+00:00","modified":"2026-07-01T06:15:59.799+00:00","endorsingNodeKey":"b0ccbf42-26b3-412e-b38a-339889154d77","license":"http://creativecommons.org/publicdomain/zero/1.0/legalcode","decades":[2020],"keywords":["Occurrence","Observation"],"recordCount":44731},{"key":"fc3f505a-05d8-4b3e-908c-8880fc9899f7","title":"Luxembourg national monitoring (valerian) 2023-2025","doi":"10.15468/6upqee","description":"This dataset contains the Luxembourg occurence records from 2023 to 2025 of the national monitoring using hair traps with valerian, in forest, targeting Felis silvestris silvestris, Martes martes and Mustela putorius. Selection of 72 1km-squares with >10% of forest coverage using a stratified random sampling. 3 camera traps on game routes, 1 camera trap on Polecat habitats (pond and/or river bank and/or forest edge), from January to June, control every 2 weeks for hair collecting and systematic hair trap replacement (execpt for the "Polecat" site). 3-year cycles (surveys undertaken every years on 1/3 of the squares, in rotation). https://www.list.lu/en/environment/project/forest-mammals/
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"75642970-f855-11dd-8235-b8a03c50a862","hostingOrganizationTitle":"National Museum of Natural History, Luxembourg","hostingCountry":"LU","publishingCountry":"LU","publishingOrganizationKey":"75642970-f855-11dd-8235-b8a03c50a862","publishingOrganizationTitle":"National Museum of Natural History, Luxembourg","publicationDate":"2026-07-01T12:00:00.000+00:00","modified":"2026-07-01T06:16:57.224+00:00","endorsingNodeKey":"b0ccbf42-26b3-412e-b38a-339889154d77","license":"http://creativecommons.org/publicdomain/zero/1.0/legalcode","decades":[2020],"keywords":["Occurrence","Observation"],"recordCount":41482},{"key":"1290a78f-098c-4336-84e4-74de27a658f1","title":"Luxembourg farmland bird survey 2020 - 2024","doi":"10.15468/v4bky9","description":"This project aims for the detection of grey partridge (Perdix perdix) and other rare animal species in the partridge conservation project area using camera traps. The project area spans the five southern municipalities of the SIAS region of Luxembourg.
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"75642970-f855-11dd-8235-b8a03c50a862","hostingOrganizationTitle":"National Museum of Natural History, Luxembourg","hostingCountry":"LU","publishingCountry":"LU","publishingOrganizationKey":"75642970-f855-11dd-8235-b8a03c50a862","publishingOrganizationTitle":"National Museum of Natural History, Luxembourg","publicationDate":"2026-07-01T12:00:00.000+00:00","modified":"2026-07-01T06:15:24.336+00:00","endorsingNodeKey":"b0ccbf42-26b3-412e-b38a-339889154d77","license":"http://creativecommons.org/publicdomain/zero/1.0/legalcode","decades":[1960,1970,1980,1990,2000,2010,2020],"keywords":["Occurrence","Observation"],"recordCount":32052},{"key":"50cebe49-559b-42e8-955d-1df120b03f89","title":"NPHK1 - Systematic random camera trap observations in National Park Hoge Kempen (Belgium)","doi":"10.15468/suawqp","description":"NPHK1 - Systematic random camera trap observations in National Park Hoge Kempen (Belgium) is a dataset published by the Research Institute for Nature and Forest (INBO). It contains camera trap data primarily collected to monitor the interaction between human activities (e.g. recreation, hunting) and the population dynamics, as well as geographical and temporal distribution of small and medium-sized mammals (and birds) in the National Park Hoge Kempen (NPHK). Observations of this dataset span a monitoring period of three years, i.e. May 2017 until May 2020. The data were collected through close colloration with Hasselt University. Most of the fieldwork and annotations were done by staff and students of Hasselt University.\n
We used a systematic-random sampling design. We divided the NPHK into 40 compartments of approximately 1.5 km², and superimposed a grid of 300 m x 300 m on these compartments. Each month, we randomly selected one grid cell within each of the 40 compartments, and used their midpoints as the sampling locations to set up a single camera trap (Reconyx HC600 Hyperfire) at the nearest tree.\r
We did not use bait nor did we select for trails. We placed camera traps on a height of 50 cm facing north without altering the surroundings, unless some vegetation was directly in front of the camera. Cameras were set up to the fastest trigger speed for a burst of ten pictures without delay between triggers and with time-lapse pictures every 12 hours to control for malfunction. We deployed camera traps for three consecutive weeks and relocated them in the fourth week, which resulted in 13 deployments per year. For further descriptions of the study site and sampling protocol see (Wevers et al. 2020) and (Indestege et al. 2025).\n
Images from the camera traps were uploaded to Agouti for data annotation. Issues with the dataset can be reported at https://github.com/inbo/camera-trap-datasets/issues.\n
We have released this dataset to the public domain under a Creative Commons Zero waiver. We kindly ask users to follow the INBO norms for data use (https://www.inbo.be/en/norms-data-use) when using the data. If you have any questions regarding this dataset, don't hesitate to contact us via the contact information provided in the metadata or via opendata@inbo.be. Researchers can request more detailed geographic coordinates of the camera trap locations by contacting jim.casaer@inbo.be or natalie.beenaerts@uhasselt.be\n
This dataset was collected using infrastructure managed by INBO and funded by the Research Foundation – Flanders (FWO) as part of Belgium’s contribution to LifeWatch.
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"1cd669d0-80ea-11de-a9d0-f1765f95f18b","hostingOrganizationTitle":"Research Institute for Nature and Forest (INBO)","hostingCountry":"BE","publishingCountry":"BE","publishingOrganizationKey":"1cd669d0-80ea-11de-a9d0-f1765f95f18b","publishingOrganizationTitle":"Research Institute for Nature and Forest (INBO)","publicationDate":"2026-09-02T12:00:00.000+00:00","modified":"2026-09-04T06:32:09.410+00:00","endorsingNodeKey":"fb11cfe1-ebc3-45af-9159-17d9fddbcdac","license":"http://creativecommons.org/publicdomain/zero/1.0/legalcode","decades":[2010,2020],"keywords":["Occurrence","Observation","invasive alien species","Flanders","Mammalia","European observatory of wildlife","Belgium","Nationaal Park Hoge Kempen","alien species","birds","camera traps","Lifewatch"],"projectIdentifier":"NPHK","recordCount":28131},{"key":"0f6ec036-4c3c-4708-9e07-499082a14b40","title":"Monitoreo comunitario por fototrampeo en la vereda La Esperanza, La Macarena (Meta) - FPV Amazonía","doi":"10.15468/2p85dy","description":"I2D-BIO_2026_008. El recurso reúne los resultados del monitoreo mediante fototrampeo realizado en la vereda La Esperanza, municipio de La Macarena. Esta actividad se desarrolló entre los meses de julio y octubre de 2025, febrero y abril de 2026, en el marco del proyecto Fondo para la Vida – Monitoreo Amazonía, orientado al fortalecimiento del monitoreo y seguimiento ambiental de los bosques naturales y de las dinámicas territoriales en la región amazónica.\r
El ejercicio tuvo como objetivo registrar la presencia de mamíferos medianos y grandes, así como de aves asociadas al sotobosque en coberturas boscosas,mediante el uso de cámaras trampa. El monitoreo se llevó a cabo en el ámbito del Núcleo de Desarrollo Forestal y de la Biodiversidad (NDFyB) Tinigua–Macarena, contribuyendo a la generación de información sobre la biodiversidad local y al fortalecimiento de las capacidades comunitarias para el seguimiento ambiental del territorio.\r
La actividad contó con el apoyo técnico del Instituto Humboldt y con la participación activa de la comunidad de la vereda La Esperanza, cuyo involucramiento fue fundamental para la implementación del monitoreo y la recopilación de la información.
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"c4f66525-4d36-4c18-82ac-98e088f54db4","hostingOrganizationTitle":"Sistema de Información sobre Biodiversidad de Colombia - SiB Colombia","hostingCountry":"CO","publishingCountry":"CO","publishingOrganizationKey":"0a1e71e4-998e-4b9b-8298-d89014e5ada5","publishingOrganizationTitle":"Junta de Acción Comunal Vereda Esperanza","publicationDate":"2026-08-28T12:00:00.000+00:00","modified":"2026-08-28T01:44:26.835+00:00","endorsingNodeKey":"7e865cba-7c46-417b-ade5-97f2cf5b7be0","license":"http://creativecommons.org/licenses/by-nc/4.0/legalcode","decades":[2020],"keywords":["Occurrence","Observation","Mammal, Mamíferos, Birds, Aves, Camera trapping, Fototrampeo, Community monitoring, Monitoreo comunitario, La Macarena, Colombia, Amazonia"],"projectIdentifier":"FPV-AMAZONIA","recordCount":18845},{"key":"a209cef2-cfad-460b-8ed4-0ccf211a8240","title":"MUNTJAC_ANTWERP - Camera trap observations of Chinese muntjac in forested areas near Antwerp (Belgium)","doi":"10.15468/gn87d6","description":"MUNTJAC_ANTWERP - Camera trap observations of Chinese muntjac in forested areas near Antwerp (Belgium) is a camera trap dataset published by the Research Institute for Nature and Forest (INBO). It contains camera trapping data collected for the monitoring of Chinese muntjac (Muntiacus reevesi) in the Region of Flanders with respect to Regulation EU nr. 1143/2014. The monitoring is performed in close collaboration with the Agency for Nature and Forest (ANB). Several forest areas east of Antwerp were sampled for animal wildlife, since Chinese muntjac is known to occur in the wider region since about 2012. The main area of study is Park Vordenstein, a government-owned woodland park that is open to the public. Camera traps were installed per forest area, in northerly direction at a height of about 50 cm. The number of camera traps varied per area and per year. Images from the camera traps were uploaded to Agouti for data annotation. All observations of muntjac were double-checked in the framework of further analyses. Issues with the dataset can be reported at https://github.com/inbo/camera-trap-datasets/issues. We have released this dataset to the public domain under a Creative Commons Zero waiver. We would appreciate it if you follow the INBO norms for data use (https://www.inbo.be/en/norms-data-use) when using the data. If you have any questions regarding this dataset, don't hesitate to contact us via the contact information provided in the metadata or via opendata@inbo.be. This dataset was collected using infrastructure managed by INBO and financed by the Research Foundation - Flanders (FWO) as part of the Belgian contribution to LifeWatch.
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media, vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"1cd669d0-80ea-11de-a9d0-f1765f95f18b","hostingOrganizationTitle":"Research Institute for Nature and Forest (INBO)","hostingCountry":"BE","publishingCountry":"BE","publishingOrganizationKey":"1cd669d0-80ea-11de-a9d0-f1765f95f18b","publishingOrganizationTitle":"Research Institute for Nature and Forest (INBO)","publicationDate":"2026-03-06T12:00:00.000+00:00","modified":"2026-03-06T12:53:32.067+00:00","endorsingNodeKey":"fb11cfe1-ebc3-45af-9159-17d9fddbcdac","license":"http://creativecommons.org/publicdomain/zero/1.0/legalcode","decades":[2020],"keywords":["Occurrence","Observation","Muntiacus reevesi","Chinese muntjac","invasive alien species","Mammalia","alien species","Flanders, Belgium","birds","camera traps","Lifewatch"],"projectIdentifier":"MUNTJAC_ANTWERP","recordCount":15169},{"key":"77972fac-09bc-460b-a0d6-34b87b1b4b72","title":"Monitoreo de biodiversidad utilizando cámaras trampa en la Estructura Ecológica Principal de Santiago de Cali","doi":"10.15468/r87c59","description":"Proyecto para fortalecer la gestión integral de la Biodiversidad en Colombia a través del monitoreo de fauna con cámaras trampa, en el marco de la iniciativa denominada “RED OTUS”, en los predios de conservación y centros integrados de la ruralidad, dentro de la Estructura Ecológica Principal de Santiago de Cali.
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media, vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"c4f66525-4d36-4c18-82ac-98e088f54db4","hostingOrganizationTitle":"Sistema de Información sobre Biodiversidad de Colombia - SiB Colombia","hostingCountry":"CO","publishingCountry":"CO","publishingOrganizationKey":"d0e4e899-b154-4f85-adfb-fdbf7c8853bc","publishingOrganizationTitle":"Departamento Administrativo de Gestión del Medio Ambiente","publicationDate":"2026-03-18T12:00:00.000+00:00","modified":"2026-03-18T10:34:54.268+00:00","endorsingNodeKey":"7e865cba-7c46-417b-ade5-97f2cf5b7be0","license":"http://creativecommons.org/licenses/by/4.0/legalcode","decades":[2020],"keywords":["Occurrence","Observation","Mamíferos, aves, cámaras trampa"],"recordCount":11933},{"key":"f0a42d7d-1eda-4ec8-ac66-c1343acea3bc","title":"Dataset from Snapshot Japan 2023","doi":"10.15468/y4erss","description":"We present the first dataset from a collaborative camera trap survey using the Snapshot protocol in Japan conducted in 2023. We collected data at 90 locations across 9 arrays for a total of 6162 trap-nights of survey effort. The total number of sequences with mammals and birds was 7967, including 20 mammal species and 23 avian species. Apart from humans, wild boar, sika deer, and rodents were the most commonly observed taxa on the camera traps, covering 57.9% of all the animal individuals. We provide the dataset Camtrap DP 1.0 format. Our dataset can be used for a part of global dataset for comparing relative abundances of wildlife and for a baseline of wildlife population trends in Japan.
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media, vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"c3367060-856b-11d9-8486-b8a03c50a862","hostingOrganizationTitle":"National Institute of Genetics, ROIS","hostingCountry":"JP","publishingCountry":"JP","publishingOrganizationKey":"ec424844-8efc-47ea-a446-60c6ded83cf3","publishingOrganizationTitle":"National Institute for Environmental Studies","publicationDate":"2025-09-17T12:00:00.000+00:00","modified":"2025-09-17T11:51:29.011+00:00","endorsingNodeKey":"7f48e0c8-5c96-49ec-b972-30748e339115","license":"http://creativecommons.org/licenses/by/4.0/legalcode","decades":[2020],"keywords":["Occurrence","Observation","Snapshot","biodiversity monitoring","mammal","bird","East Asia","camera trap","network"],"recordCount":7620},{"key":"85c23085-aaea-4b3e-a0d2-0a10820f7f45","title":"Datos acústicos pasivos recolectados en la vereda La Esperanza, La Macarena (Meta) - FPV Amazonía","doi":"10.15468/78fbha","description":"I2D-BIO_2026_010. Datos resultantes de monitoreo acústico pasivo realizado en la vereda La Esperanza en la Macarena, Meta, entre los meses de septiembre y octubre de 2025 (t1) y entre los meses de enero y abril de 2026 (t2). Estos datos fueron tomados en el marco del proyecto Fondo para la vida - Amazonia. En este proyecto se busca incentivar el monitoreo de la biodiversidad por parte de la comunidad de la zona siguiendo el ciclo del monitoreo y utilizando protocolos establecidos para el monitoreo acústico pasivo.
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"c4f66525-4d36-4c18-82ac-98e088f54db4","hostingOrganizationTitle":"Sistema de Información sobre Biodiversidad de Colombia - SiB Colombia","hostingCountry":"CO","publishingCountry":"CO","publishingOrganizationKey":"0a1e71e4-998e-4b9b-8298-d89014e5ada5","publishingOrganizationTitle":"Junta de Acción Comunal Vereda Esperanza","publicationDate":"2026-07-28T12:00:00.000+00:00","modified":"2026-07-28T04:13:40.133+00:00","endorsingNodeKey":"7e865cba-7c46-417b-ade5-97f2cf5b7be0","license":"http://creativecommons.org/licenses/by-nc/4.0/legalcode","decades":[2020],"keywords":["Occurrence","Observation","La Macarena, Meta, Bioacústica, Ecoacústica, Monitoreo Acústico Pasivo, Aves, Serranía de la Macarena, Acústica, MAP, Grabaciones pasivas, Sonidos"],"projectIdentifier":"FPV-AMAZONIA","recordCount":4902},{"key":"f0963153-077b-4676-a337-891a06fab52a","title":"Monitoreo de mamíferos medianos y grandes en el área de influencia Forest First Colombia","doi":"10.15468/bbbnwv","description":"Se comparó la diversidad de mamíferos terrestres en tres tipos de cobertura (plantaciones forestales, bosques de galería y sabanas naturales) en Puerto Carreño (Vichada). Para ello, se realizó un muestreo con 64 cámaras trampa durante ocho meses (agosto-2023 a marzo-2024), generando un esfuerzo de muestreo de 5.840 días/cámara y 1087 registros independientes de 23 especies (bosque: 775, plantación: 295, sabana: 17).
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media, vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"c4f66525-4d36-4c18-82ac-98e088f54db4","hostingOrganizationTitle":"Sistema de Información sobre Biodiversidad de Colombia - SiB Colombia","hostingCountry":"CO","publishingCountry":"CO","publishingOrganizationKey":"4eb145f4-b1b0-4b94-8edc-e814fd77a4e8","publishingOrganizationTitle":"Fundación Panthera Colombia","publicationDate":"2025-07-28T12:00:00.000+00:00","modified":"2026-05-08T12:28:44.239+00:00","endorsingNodeKey":"7e865cba-7c46-417b-ade5-97f2cf5b7be0","license":"http://creativecommons.org/licenses/by-nc/4.0/legalcode","decades":[2020],"keywords":["Occurrence","Observation","Altillanura, Orinoquia, biodiversidad, uso de hábitat, manejo forestal, Felinos"],"recordCount":2257},{"key":"74196cd9-7ebc-4b20-bc27-3c2d22e31ed7","title":"Camera trap data recorded during pilot studies in the Amsterdamse Waterleidingduinen - pilot 1","doi":"10.15468/pg338w","description":"This camera trap pilot 1 was primarily focused on testing camera deployment, data accumulation and data transmission (4G coverage) in a remote dune location of the Netherlands. Three Snyper Commander cameras were deployed from August 13th 2021 to August 2023 (approx. 747 days). The three cameras were placed within exclosures (locations Zilkerpad, van Limburgstirum Vallei and Wolfsveld in the Amsterdam Water Supply Dunes), at 30 cm above the ground. All images from 14th of August 2021 until 31st of December 2022 were annotated, with a total of 30,464 images over 505 days from the three cameras. A detailed description of the dataset can be found in a data paper published in the journal Data in Brief (Evans et al. 2024, https://doi.org/10.1016/j.dib.2024.110544).
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media, vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"cace8d10-2646-11d8-a2da-b8a03c50a862","hostingOrganizationTitle":"Netherlands Biodiversity Information Facility (NLBIF)","hostingCountry":"NL","publishingCountry":"NL","publishingOrganizationKey":"1f55bd0a-6ebe-49a1-8a9c-9258702b6f46","publishingOrganizationTitle":"University of Amsterdam / IBED","publicationDate":"2024-07-04T12:00:00.000+00:00","modified":"2026-03-02T09:50:45.551+00:00","endorsingNodeKey":"0909d601-bda2-42df-9e63-a6d51847ebce","license":"http://creativecommons.org/licenses/by/4.0/legalcode","decades":[2020],"keywords":["Occurrence","Observation","mammals","biodiversity monitoring","wildlife camera","exclosure","camera trap","herbivore","dune ecosystem","Natura 2000"],"projectIdentifier":"ARISE-MDS","recordCount":2148},{"key":"db68d990-c365-4d3d-9a76-f9cdb854968b","title":"Registros de mamíferos y aves asociados al monitoreo pasivo del oso andino con cámaras trampa en el complejo de páramos Las Hermosas, Resguardo Indígena Las Mercedes","doi":"10.15468/q67nvv","description":"I2D-BIO_2026_038. El recurso reúne los resultados del monitoreo mediante fototrampeo realizado en el complejo de páramos Las Hermosas, Resguardo Indígena Las Mercedes, ubicado en el municipio de Rioblanco, Tolima. Esta actividad se desarrolló entre los meses de abril de 2025 y diciembre de 2025, en el marco del proyecto Proyecto GEF - Páramos para la vida, orientado a la conservación de los ecosistemas de páramos por medio de la promoción de sistemas sostenibles para la conservación de la biodiversidad, los servicios ecosistémicos y agrobiodiversidad y la gestión adecuada de conflictos socioambientales.\r
Los datos consisten en la toma de registros con cámaras trampa, con énfasis en oso andino, aunque se presentan registros de otros mamíferos y de aves. Estos datos responden a la pregunta sobre cómo se relacionan los patrones de actividad y uso del hábitat del oso andino con las diferentes coberturas del páramo y bosque altoandino, y permiten identificar su presencia y posibles rutas de desplazamiento y corredores ecológicos. Asimismo, aportan información para evaluar si la población se está recuperando y reproduciendo en el territorio.
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"c4f66525-4d36-4c18-82ac-98e088f54db4","hostingOrganizationTitle":"Sistema de Información sobre Biodiversidad de Colombia - SiB Colombia","hostingCountry":"CO","publishingCountry":"CO","publishingOrganizationKey":"6e9463b5-4368-446f-a63b-16dc562ce74b","publishingOrganizationTitle":"Resguardo Indígena Paéz Las Mercedes","publicationDate":"2026-09-04T12:00:00.000+00:00","modified":"2026-09-04T02:05:32.923+00:00","endorsingNodeKey":"7e865cba-7c46-417b-ade5-97f2cf5b7be0","license":"http://creativecommons.org/licenses/by-nc/4.0/legalcode","decades":[2020],"keywords":["Occurrence","Observation","Monitoreo comunitario, Monitoreo participativo, Mujeres y hombres jóvenes, Conservación, Preservación"],"projectIdentifier":"GEF PÁRAMOS","recordCount":2057},{"key":"b47deafd-9b08-4bbb-ae1e-23a8b83c5db9","title":"Monitoreo de la Biodiversidad en el municipio de Anorí - Red OTUS - MINEROS","doi":"10.15468/z8t3d7","description":"En el marco de la red OTUS se inicia el monitoreo de la biodiversidad en el municipio de Anorí con 18 cámaras trampa y un esfuerzo de muestreo de 1.116 días/trampa.
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"c4f66525-4d36-4c18-82ac-98e088f54db4","hostingOrganizationTitle":"Sistema de Información sobre Biodiversidad de Colombia - SiB Colombia","hostingCountry":"CO","publishingCountry":"CO","publishingOrganizationKey":"54eb018e-54d8-49cc-b98b-37733bb70028","publishingOrganizationTitle":"Mineros Colombia","publicationDate":"2026-09-03T12:00:00.000+00:00","modified":"2026-09-04T06:32:32.185+00:00","endorsingNodeKey":"7e865cba-7c46-417b-ade5-97f2cf5b7be0","networkKeys":["2ee1bff7-0b34-4fa3-9433-feaa7c6ee08b"],"license":"http://creativecommons.org/licenses/by-nc/4.0/legalcode","decades":[2020],"keywords":["Occurrence","Observation","Red OTUS","Fototrampeo"],"projectIdentifier":"OTUS-MINEROS","recordCount":1367},{"key":"ac05eee3-860f-4f39-b9c1-4f1942cf6802","title":"Monitoreo de la Biodiversidad en el municipio de Nechí - Red OTUS - MINEROS","doi":"10.15468/y2tntj","description":"En el marco de la red OTUS se inicia el monitoreo de la biodiversidad en el municipio de Nechí con 14 cámaras trampa y un esfuerzo de muestreo de 767 días/trampa.
Data have been standardized to Darwin Core using the camtrapdp R package and only include observations (and associated media) of animals. Excluded are records that document blank or unclassified media vehicles and observations of humans.
","type":"OCCURRENCE","hostingOrganizationKey":"c4f66525-4d36-4c18-82ac-98e088f54db4","hostingOrganizationTitle":"Sistema de Información sobre Biodiversidad de Colombia - SiB Colombia","hostingCountry":"CO","publishingCountry":"CO","publishingOrganizationKey":"54eb018e-54d8-49cc-b98b-37733bb70028","publishingOrganizationTitle":"Mineros Colombia","publicationDate":"2026-09-03T12:00:00.000+00:00","modified":"2026-09-04T06:32:42.794+00:00","endorsingNodeKey":"7e865cba-7c46-417b-ade5-97f2cf5b7be0","networkKeys":["2ee1bff7-0b34-4fa3-9433-feaa7c6ee08b"],"license":"http://creativecommons.org/licenses/by-nc/4.0/legalcode","decades":[2020],"keywords":["Occurrence","Observation","Red OTUS","Fototrampeo"],"projectIdentifier":"OTUS-MINEROS","recordCount":959}],"facets":[]}