WABAD: A world annotated bird acoustic dataset for passive acoustic monitoring.
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| Format: | Artículo científico |
| Sprache: | en |
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Ecology
2026
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| author | Pérez-Granados, Cristian Morant, Jon Darras, Kevin F A Marín-Gómez, Oscar H Mendoza, Irene Muñoz-Mohedano, Miguel A Santamaría-García, Eduardo Bastianelli, Giulia Márquez-Rodríguez, Alba Budka, Michał Bota, Gerard De la Peña-Rubio, José M de la Morena, Eladio L García Santa-Cruz, Manu de la Nava, Pablo Fernández-Tizón, Mario Sánchez-Mateos, Hugo Barrero, Adrián Traba, Juan Osiejuk, Tomasz S Hart, Patrick J Navine, Amanda K Montoya Muñoz, Andrés F de Araujo, Carlos B Rosa, Gabriel L M Denóbile Torres, Ingrid M Camargo Catalano, Ana L Simões, Cássio Rachid Llusia, Diego Morales, Manuel B Acebes, Pablo Medina, Juan A Brown, Nicholas Astaras, Christos Karmiris, Ilias Navarrete, Elizabeth Cauchoix, Maxime Barbaro, Luc Funosas, David Arend, Dominik Müeller, Sandra González-García, Fernando González-Romero, Alberto Mammides, Christos Pontikis, Michaelangelo Jacuzzi, Giordano Olden, Julian D Bombaci, Sara P Marcacci, Gabriel Jacot, Alain Zurano, Juan P Gangenova, Elena Varela, Diego Di Sallo, Facundo Zurita, Gustavo A Atemasov, Andrey Tremblay, Junior A Lamarre, Vincent Hutschenreiter, Anja Monroy-Ojeda, Alan Díaz-Vallejo, Mauricio Chaparro-Herrera, Sergio Briers, Robert A Sousa-Lima, Renata Pinheiro, Thiago da Silva, Wigna C Calvente, Alice Molin, Anamaria Dal Antonelli, Alexandre Gogoleva, Svetlana Palko, Igo Trọng, Hiếu Vũ Lage Duarte, Marina H Dos Santos Saturnino, Natalia Silva, Samuel R Rainho, Ana Lopes, Paula Schuchmann, Karl-L Marques, Marinêz I de Oliveira, Ana S Littlewood, Nick A Tuanmu, Mao-Ning Cheng, Yi-Ru Chao, Hsuan Kepfer-Rojas, Sebastian Aguilera, Andrea L Brotons, Lluís Feldman, Mariano J Imbeau, Louis Panwar, Pooja Weed, Aaron S Deshwal, Anant da Paz, Raiane Vital Salustio-Gomes, Carlos Oliveira-Júnior, Dorgival D Lima-Santos, Cicero S Pichorim, Mauro Pan, Wuyuan Goodale, Eben Attisano, Alfredo Theuerkauf, Jörn Sebastián-González, Esther |
| author_facet | Pérez-Granados, Cristian Morant, Jon Darras, Kevin F A Marín-Gómez, Oscar H Mendoza, Irene Muñoz-Mohedano, Miguel A Santamaría-García, Eduardo Bastianelli, Giulia Márquez-Rodríguez, Alba Budka, Michał Bota, Gerard De la Peña-Rubio, José M de la Morena, Eladio L García Santa-Cruz, Manu de la Nava, Pablo Fernández-Tizón, Mario Sánchez-Mateos, Hugo Barrero, Adrián Traba, Juan Osiejuk, Tomasz S Hart, Patrick J Navine, Amanda K Montoya Muñoz, Andrés F de Araujo, Carlos B Rosa, Gabriel L M Denóbile Torres, Ingrid M Camargo Catalano, Ana L Simões, Cássio Rachid Llusia, Diego Morales, Manuel B Acebes, Pablo Medina, Juan A Brown, Nicholas Astaras, Christos Karmiris, Ilias Navarrete, Elizabeth Cauchoix, Maxime Barbaro, Luc Funosas, David Arend, Dominik Müeller, Sandra González-García, Fernando González-Romero, Alberto Mammides, Christos Pontikis, Michaelangelo Jacuzzi, Giordano Olden, Julian D Bombaci, Sara P Marcacci, Gabriel Jacot, Alain Zurano, Juan P Gangenova, Elena Varela, Diego Di Sallo, Facundo Zurita, Gustavo A Atemasov, Andrey Tremblay, Junior A Lamarre, Vincent Hutschenreiter, Anja Monroy-Ojeda, Alan Díaz-Vallejo, Mauricio Chaparro-Herrera, Sergio Briers, Robert A Sousa-Lima, Renata Pinheiro, Thiago da Silva, Wigna C Calvente, Alice Molin, Anamaria Dal Antonelli, Alexandre Gogoleva, Svetlana Palko, Igo Trọng, Hiếu Vũ Lage Duarte, Marina H Dos Santos Saturnino, Natalia Silva, Samuel R Rainho, Ana Lopes, Paula Schuchmann, Karl-L Marques, Marinêz I de Oliveira, Ana S Littlewood, Nick A Tuanmu, Mao-Ning Cheng, Yi-Ru Chao, Hsuan Kepfer-Rojas, Sebastian Aguilera, Andrea L Brotons, Lluís Feldman, Mariano J Imbeau, Louis Panwar, Pooja Weed, Aaron S Deshwal, Anant da Paz, Raiane Vital Salustio-Gomes, Carlos Oliveira-Júnior, Dorgival D Lima-Santos, Cicero S Pichorim, Mauro Pan, Wuyuan Goodale, Eben Attisano, Alfredo Theuerkauf, Jörn Sebastián-González, Esther Pérez-Granados, Cristian Morant, Jon Darras, Kevin F A Marín-Gómez, Oscar H Mendoza, Irene Muñoz-Mohedano, Miguel A Santamaría-García, Eduardo Bastianelli, Giulia Márquez-Rodríguez, Alba Budka, Michał Bota, Gerard De la Peña-Rubio, José M de la Morena, Eladio L García Santa-Cruz, Manu de la Nava, Pablo Fernández-Tizón, Mario Sánchez-Mateos, Hugo Barrero, Adrián Traba, Juan Osiejuk, Tomasz S Hart, Patrick J Navine, Amanda K Montoya Muñoz, Andrés F de Araujo, Carlos B Rosa, Gabriel L M Denóbile Torres, Ingrid M Camargo Catalano, Ana L Simões, Cássio Rachid Llusia, Diego Morales, Manuel B Acebes, Pablo Medina, Juan A Brown, Nicholas Astaras, Christos Karmiris, Ilias Navarrete, Elizabeth Cauchoix, Maxime Barbaro, Luc Funosas, David Arend, Dominik Müeller, Sandra González-García, Fernando González-Romero, Alberto Mammides, Christos Pontikis, Michaelangelo Jacuzzi, Giordano Olden, Julian D Bombaci, Sara P Marcacci, Gabriel Jacot, Alain Zurano, Juan P Gangenova, Elena Varela, Diego Di Sallo, Facundo Zurita, Gustavo A Atemasov, Andrey Tremblay, Junior A Lamarre, Vincent Hutschenreiter, Anja Monroy-Ojeda, Alan Díaz-Vallejo, Mauricio Chaparro-Herrera, Sergio Briers, Robert A Sousa-Lima, Renata Pinheiro, Thiago da Silva, Wigna C Calvente, Alice Molin, Anamaria Dal Antonelli, Alexandre Gogoleva, Svetlana Palko, Igo Trọng, Hiếu Vũ Lage Duarte, Marina H Dos Santos Saturnino, Natalia Silva, Samuel R Rainho, Ana Lopes, Paula Schuchmann, Karl-L Marques, Marinêz I de Oliveira, Ana S Littlewood, Nick A Tuanmu, Mao-Ning Cheng, Yi-Ru Chao, Hsuan Kepfer-Rojas, Sebastian Aguilera, Andrea L Brotons, Lluís Feldman, Mariano J Imbeau, Louis Panwar, Pooja Weed, Aaron S Deshwal, Anant da Paz, Raiane Vital Salustio-Gomes, Carlos Oliveira-Júnior, Dorgival D Lima-Santos, Cicero S Pichorim, Mauro Pan, Wuyuan Goodale, Eben Attisano, Alfredo Theuerkauf, Jörn Sebastián-González, Esther |
| collection | PubMed - marine biology |
| contents | WABAD: A world annotated bird acoustic dataset for passive acoustic monitoring. Pérez-Granados, Cristian Morant, Jon Darras, Kevin F A Marín-Gómez, Oscar H Mendoza, Irene Muñoz-Mohedano, Miguel A Santamaría-García, Eduardo Bastianelli, Giulia Márquez-Rodríguez, Alba Budka, Michał Bota, Gerard De la Peña-Rubio, José M de la Morena, Eladio L García Santa-Cruz, Manu de la Nava, Pablo Fernández-Tizón, Mario Sánchez-Mateos, Hugo Barrero, Adrián Traba, Juan Osiejuk, Tomasz S Hart, Patrick J Navine, Amanda K Montoya Muñoz, Andrés F de Araujo, Carlos B Rosa, Gabriel L M Denóbile Torres, Ingrid M Camargo Catalano, Ana L Simões, Cássio Rachid Llusia, Diego Morales, Manuel B Acebes, Pablo Medina, Juan A Brown, Nicholas Astaras, Christos Karmiris, Ilias Navarrete, Elizabeth Cauchoix, Maxime Barbaro, Luc Funosas, David Arend, Dominik Müeller, Sandra González-García, Fernando González-Romero, Alberto Mammides, Christos Pontikis, Michaelangelo Jacuzzi, Giordano Olden, Julian D Bombaci, Sara P Marcacci, Gabriel Jacot, Alain Zurano, Juan P Gangenova, Elena Varela, Diego Di Sallo, Facundo Zurita, Gustavo A Atemasov, Andrey Tremblay, Junior A Lamarre, Vincent Hutschenreiter, Anja Monroy-Ojeda, Alan Díaz-Vallejo, Mauricio Chaparro-Herrera, Sergio Briers, Robert A Sousa-Lima, Renata Pinheiro, Thiago da Silva, Wigna C Calvente, Alice Molin, Anamaria Dal Antonelli, Alexandre Gogoleva, Svetlana Palko, Igo Trọng, Hiếu Vũ Lage Duarte, Marina H Dos Santos Saturnino, Natalia Silva, Samuel R Rainho, Ana Lopes, Paula Schuchmann, Karl-L Marques, Marinêz I de Oliveira, Ana S Littlewood, Nick A Tuanmu, Mao-Ning Cheng, Yi-Ru Chao, Hsuan Kepfer-Rojas, Sebastian Aguilera, Andrea L Brotons, Lluís Feldman, Mariano J Imbeau, Louis Panwar, Pooja Weed, Aaron S Deshwal, Anant da Paz, Raiane Vital Salustio-Gomes, Carlos Oliveira-Júnior, Dorgival D Lima-Santos, Cicero S Pichorim, Mauro Pan, Wuyuan Goodale, Eben Attisano, Alfredo Theuerkauf, Jörn Sebastián-González, Esther Animals Birds Acoustics Vocalization, Animal Databases, Factual Environmental Monitoring Under the current global biodiversity crisis, there is a need for automated and noninvasive monitoring techniques that can gather large amounts of data cost-effectively at various ecological scales, from local to large spatial scales. These data can then be analyzed to inform stakeholders and decision-makers. One such technique is passive acoustic monitoring, which is commonly coupled with automatic identification of animal species based on their sound. Automated sound analyses usually require the training of sound detection and identification algorithms. These algorithms are based on annotated acoustic datasets which mark the occurrence of sounds of species inside sound recordings. However, compiling large annotated acoustic datasets is time-consuming and requires experts, and therefore, they normally cover reduced spatial, temporal, and taxonomic scales. This data paper presents WABAD, the World Annotated Bird Acoustic Dataset for passive acoustic monitoring. WABAD is designed to provide the public, the research community, and conservation managers with a novel and globally representative annotated acoustic dataset. This database includes 5047 min of audio files annotated to species-level by local experts with the start and end time and the upper and lower frequencies of each identified bird vocalization in the recordings. The database has a wide taxonomic and spatial coverage, including information on 91,931 vocalizations from 1192 bird species recorded at 72 recording sites in 29 recording locations (mainly countries) and distributed across 13 biomes. WABAD can be used, for example, for developing and/or validating automatic species detection algorithms, answering ecological questions, such as assessing geographical variations on bird vocalizations, or comparing acoustic diversity indices with species-based diversity indices. The dataset is published under a Creative Commons Attribution 4.0 International license that permits redistribution and reuse on the condition that the original work is properly credited. |
| format | Artículo científico |
| id | pubmed_41652929 |
| institution | PubMed |
| language | en |
| publishDate | 2026 |
| publisher | Ecology |
| record_format | pubmed |
| spellingShingle | WABAD: A world annotated bird acoustic dataset for passive acoustic monitoring. Pérez-Granados, Cristian Morant, Jon Darras, Kevin F A Marín-Gómez, Oscar H Mendoza, Irene Muñoz-Mohedano, Miguel A Santamaría-García, Eduardo Bastianelli, Giulia Márquez-Rodríguez, Alba Budka, Michał Bota, Gerard De la Peña-Rubio, José M de la Morena, Eladio L García Santa-Cruz, Manu de la Nava, Pablo Fernández-Tizón, Mario Sánchez-Mateos, Hugo Barrero, Adrián Traba, Juan Osiejuk, Tomasz S Hart, Patrick J Navine, Amanda K Montoya Muñoz, Andrés F de Araujo, Carlos B Rosa, Gabriel L M Denóbile Torres, Ingrid M Camargo Catalano, Ana L Simões, Cássio Rachid Llusia, Diego Morales, Manuel B Acebes, Pablo Medina, Juan A Brown, Nicholas Astaras, Christos Karmiris, Ilias Navarrete, Elizabeth Cauchoix, Maxime Barbaro, Luc Funosas, David Arend, Dominik Müeller, Sandra González-García, Fernando González-Romero, Alberto Mammides, Christos Pontikis, Michaelangelo Jacuzzi, Giordano Olden, Julian D Bombaci, Sara P Marcacci, Gabriel Jacot, Alain Zurano, Juan P Gangenova, Elena Varela, Diego Di Sallo, Facundo Zurita, Gustavo A Atemasov, Andrey Tremblay, Junior A Lamarre, Vincent Hutschenreiter, Anja Monroy-Ojeda, Alan Díaz-Vallejo, Mauricio Chaparro-Herrera, Sergio Briers, Robert A Sousa-Lima, Renata Pinheiro, Thiago da Silva, Wigna C Calvente, Alice Molin, Anamaria Dal Antonelli, Alexandre Gogoleva, Svetlana Palko, Igo Trọng, Hiếu Vũ Lage Duarte, Marina H Dos Santos Saturnino, Natalia Silva, Samuel R Rainho, Ana Lopes, Paula Schuchmann, Karl-L Marques, Marinêz I de Oliveira, Ana S Littlewood, Nick A Tuanmu, Mao-Ning Cheng, Yi-Ru Chao, Hsuan Kepfer-Rojas, Sebastian Aguilera, Andrea L Brotons, Lluís Feldman, Mariano J Imbeau, Louis Panwar, Pooja Weed, Aaron S Deshwal, Anant da Paz, Raiane Vital Salustio-Gomes, Carlos Oliveira-Júnior, Dorgival D Lima-Santos, Cicero S Pichorim, Mauro Pan, Wuyuan Goodale, Eben Attisano, Alfredo Theuerkauf, Jörn Sebastián-González, Esther Animals Birds Acoustics Vocalization, Animal Databases, Factual Environmental Monitoring WABAD: A world annotated bird acoustic dataset for passive acoustic monitoring. Pérez-Granados, Cristian Morant, Jon Darras, Kevin F A Marín-Gómez, Oscar H Mendoza, Irene Muñoz-Mohedano, Miguel A Santamaría-García, Eduardo Bastianelli, Giulia Márquez-Rodríguez, Alba Budka, Michał Bota, Gerard De la Peña-Rubio, José M de la Morena, Eladio L García Santa-Cruz, Manu de la Nava, Pablo Fernández-Tizón, Mario Sánchez-Mateos, Hugo Barrero, Adrián Traba, Juan Osiejuk, Tomasz S Hart, Patrick J Navine, Amanda K Montoya Muñoz, Andrés F de Araujo, Carlos B Rosa, Gabriel L M Denóbile Torres, Ingrid M Camargo Catalano, Ana L Simões, Cássio Rachid Llusia, Diego Morales, Manuel B Acebes, Pablo Medina, Juan A Brown, Nicholas Astaras, Christos Karmiris, Ilias Navarrete, Elizabeth Cauchoix, Maxime Barbaro, Luc Funosas, David Arend, Dominik Müeller, Sandra González-García, Fernando González-Romero, Alberto Mammides, Christos Pontikis, Michaelangelo Jacuzzi, Giordano Olden, Julian D Bombaci, Sara P Marcacci, Gabriel Jacot, Alain Zurano, Juan P Gangenova, Elena Varela, Diego Di Sallo, Facundo Zurita, Gustavo A Atemasov, Andrey Tremblay, Junior A Lamarre, Vincent Hutschenreiter, Anja Monroy-Ojeda, Alan Díaz-Vallejo, Mauricio Chaparro-Herrera, Sergio Briers, Robert A Sousa-Lima, Renata Pinheiro, Thiago da Silva, Wigna C Calvente, Alice Molin, Anamaria Dal Antonelli, Alexandre Gogoleva, Svetlana Palko, Igo Trọng, Hiếu Vũ Lage Duarte, Marina H Dos Santos Saturnino, Natalia Silva, Samuel R Rainho, Ana Lopes, Paula Schuchmann, Karl-L Marques, Marinêz I de Oliveira, Ana S Littlewood, Nick A Tuanmu, Mao-Ning Cheng, Yi-Ru Chao, Hsuan Kepfer-Rojas, Sebastian Aguilera, Andrea L Brotons, Lluís Feldman, Mariano J Imbeau, Louis Panwar, Pooja Weed, Aaron S Deshwal, Anant da Paz, Raiane Vital Salustio-Gomes, Carlos Oliveira-Júnior, Dorgival D Lima-Santos, Cicero S Pichorim, Mauro Pan, Wuyuan Goodale, Eben Attisano, Alfredo Theuerkauf, Jörn Sebastián-González, Esther Animals Birds Acoustics Vocalization, Animal Databases, Factual Environmental Monitoring Under the current global biodiversity crisis, there is a need for automated and noninvasive monitoring techniques that can gather large amounts of data cost-effectively at various ecological scales, from local to large spatial scales. These data can then be analyzed to inform stakeholders and decision-makers. One such technique is passive acoustic monitoring, which is commonly coupled with automatic identification of animal species based on their sound. Automated sound analyses usually require the training of sound detection and identification algorithms. These algorithms are based on annotated acoustic datasets which mark the occurrence of sounds of species inside sound recordings. However, compiling large annotated acoustic datasets is time-consuming and requires experts, and therefore, they normally cover reduced spatial, temporal, and taxonomic scales. This data paper presents WABAD, the World Annotated Bird Acoustic Dataset for passive acoustic monitoring. WABAD is designed to provide the public, the research community, and conservation managers with a novel and globally representative annotated acoustic dataset. This database includes 5047 min of audio files annotated to species-level by local experts with the start and end time and the upper and lower frequencies of each identified bird vocalization in the recordings. The database has a wide taxonomic and spatial coverage, including information on 91,931 vocalizations from 1192 bird species recorded at 72 recording sites in 29 recording locations (mainly countries) and distributed across 13 biomes. WABAD can be used, for example, for developing and/or validating automatic species detection algorithms, answering ecological questions, such as assessing geographical variations on bird vocalizations, or comparing acoustic diversity indices with species-based diversity indices. The dataset is published under a Creative Commons Attribution 4.0 International license that permits redistribution and reuse on the condition that the original work is properly credited. |
| title | WABAD: A world annotated bird acoustic dataset for passive acoustic monitoring. |
| topic | Animals Birds Acoustics Vocalization, Animal Databases, Factual Environmental Monitoring |
| url | https://pubmed.ncbi.nlm.nih.gov/41652929/ |