Benjamin Gotthold (Former Employee)
Science and Products
Training dataset for NABat Machine Learning V1.0 Training dataset for NABat Machine Learning V1.0
Bats play crucial ecological roles and provide valuable ecosystem services, yet many populations face serious threats from various ecological disturbances. The North American Bat Monitoring Program (NABat) aims to assess status and trends of bat populations while developing innovative and community-driven conservation solutions using its unique data and technology infrastructure. To...
Status and Trends of North American Bats Summer Occupancy Analysis 2010-2019 Data Release Status and Trends of North American Bats Summer Occupancy Analysis 2010-2019 Data Release
This data release contains the results from the North American Bat Monitoring Program's report titled 'Status and Trends of North American Bats Summer Occupancy Analysis 2010-2019'. Specifically, these data include tabular data and geospatial data for the species-specific results related to the status and trends of 12 bat species at multiple spatial scales including: 10 km x 10 km grid...
NABat ML: Utilizing deep learning to enable crowdsourced development of automated, scalable solutions for documenting North American bat populations NABat ML: Utilizing deep learning to enable crowdsourced development of automated, scalable solutions for documenting North American bat populations
Bats play crucial ecological roles and provide valuable ecosystem services, yet many populations face serious threats from various ecological disturbances. The North American Bat Monitoring Program (NABat) aims to use its technology infrastructure to assess status and trends of bat populations, while developing innovative and community-driven conservation solutions.Here, we present NABat...
Authors
Ali Khalighifar, Benjamin S. Gotthold, Erin Adams, Jenny Barnett, Laura Beard, Eric R. Britzke, Paul A. Burger, Kimberly Chase, Zackary Cordes, Paul Cryan, Emily Ferrall, Christopher Fill, Scott Gibson, G. Haulton, Kathryn Irvine, Lara Katz, William L. Kendall, Christen Long, Oisin Mac Aodha, Tessa McBurney, Sarah McCarthy-Neumann, Matthew W. McKown, Joy O’Keefe, Lucy Patterson, Kristopher Pitcher, Matthew Rustand, Jordi Segers, Kyle Seppanen, Jeremy Siemers, Christian Stratton, Bethany Straw, Theodore Weller, Brian Reichert
Status and trends of North American bats: Summer occupancy analysis 2010-2019 Status and trends of North American bats: Summer occupancy analysis 2010-2019
• We developed an analytical pipeline supported by web-based infrastructure for integrating continental scale bat monitoring data (stationary acoustic, mobile acoustic, and capture records) to estimate summer (May 1–Aug 31) occupancy probabilities and changes in occupancy over time for 12 North American bat species. This serves as one of multiple lines of evidence that inform the status...
Authors
Bradley Udell, Bethany Straw, Tina Cheng, Kyle Enns, Winifred F. Frick, Benjamin Gotthold, Kathryn Irvine, Cori Lausen, Susan Loeb, Jonathan D. Reichard, Thomas Rodhouse, Dane Smith, Christian Stratton, Wayne Thogmartin, Brian Reichert
NABat: A top-down, bottom-up solution to collaborative continental-scale monitoring NABat: A top-down, bottom-up solution to collaborative continental-scale monitoring
Collaborative monitoring over broad scales and levels of ecological organization can inform conservation efforts necessary to address the contemporary biodiversity crisis. An important challenge to collaborative monitoring is motivating local engagement with enough buy-in from stakeholders while providing adequate top-down direction for scientific rigor, quality control, and coordination...
Authors
Brian Reichert, Mylea Bayless, Tina Cheng, Jeremy Coleman, Charles Francis, Winifred F. Frick, Benjamin Gotthold, Kathryn Irvine, Cori Lausen, Han Li, Susan Loeb, Jonathan D. Reichard, Thomas Rodhouse, Jordi Segers, Jeremy Siemers, Wayne Thogmartin, Theodore Weller
North American Bat Monitoring Program: NABat Acoustic ML, Version 1.0.1 North American Bat Monitoring Program: NABat Acoustic ML, Version 1.0.1
Bats play crucial ecological roles, and provide valuable ecosystem services, yet many populations face serious threats from various ecological disturbances. The North American Bat Monitoring Program (NABat) aims to assess status and trends of bat populations, while developing innovative and community-driven conservation solutions using its unique data and technology infrastructure. To...
Science and Products
Training dataset for NABat Machine Learning V1.0 Training dataset for NABat Machine Learning V1.0
Bats play crucial ecological roles and provide valuable ecosystem services, yet many populations face serious threats from various ecological disturbances. The North American Bat Monitoring Program (NABat) aims to assess status and trends of bat populations while developing innovative and community-driven conservation solutions using its unique data and technology infrastructure. To...
Status and Trends of North American Bats Summer Occupancy Analysis 2010-2019 Data Release Status and Trends of North American Bats Summer Occupancy Analysis 2010-2019 Data Release
This data release contains the results from the North American Bat Monitoring Program's report titled 'Status and Trends of North American Bats Summer Occupancy Analysis 2010-2019'. Specifically, these data include tabular data and geospatial data for the species-specific results related to the status and trends of 12 bat species at multiple spatial scales including: 10 km x 10 km grid...
NABat ML: Utilizing deep learning to enable crowdsourced development of automated, scalable solutions for documenting North American bat populations NABat ML: Utilizing deep learning to enable crowdsourced development of automated, scalable solutions for documenting North American bat populations
Bats play crucial ecological roles and provide valuable ecosystem services, yet many populations face serious threats from various ecological disturbances. The North American Bat Monitoring Program (NABat) aims to use its technology infrastructure to assess status and trends of bat populations, while developing innovative and community-driven conservation solutions.Here, we present NABat...
Authors
Ali Khalighifar, Benjamin S. Gotthold, Erin Adams, Jenny Barnett, Laura Beard, Eric R. Britzke, Paul A. Burger, Kimberly Chase, Zackary Cordes, Paul Cryan, Emily Ferrall, Christopher Fill, Scott Gibson, G. Haulton, Kathryn Irvine, Lara Katz, William L. Kendall, Christen Long, Oisin Mac Aodha, Tessa McBurney, Sarah McCarthy-Neumann, Matthew W. McKown, Joy O’Keefe, Lucy Patterson, Kristopher Pitcher, Matthew Rustand, Jordi Segers, Kyle Seppanen, Jeremy Siemers, Christian Stratton, Bethany Straw, Theodore Weller, Brian Reichert
Status and trends of North American bats: Summer occupancy analysis 2010-2019 Status and trends of North American bats: Summer occupancy analysis 2010-2019
• We developed an analytical pipeline supported by web-based infrastructure for integrating continental scale bat monitoring data (stationary acoustic, mobile acoustic, and capture records) to estimate summer (May 1–Aug 31) occupancy probabilities and changes in occupancy over time for 12 North American bat species. This serves as one of multiple lines of evidence that inform the status...
Authors
Bradley Udell, Bethany Straw, Tina Cheng, Kyle Enns, Winifred F. Frick, Benjamin Gotthold, Kathryn Irvine, Cori Lausen, Susan Loeb, Jonathan D. Reichard, Thomas Rodhouse, Dane Smith, Christian Stratton, Wayne Thogmartin, Brian Reichert
NABat: A top-down, bottom-up solution to collaborative continental-scale monitoring NABat: A top-down, bottom-up solution to collaborative continental-scale monitoring
Collaborative monitoring over broad scales and levels of ecological organization can inform conservation efforts necessary to address the contemporary biodiversity crisis. An important challenge to collaborative monitoring is motivating local engagement with enough buy-in from stakeholders while providing adequate top-down direction for scientific rigor, quality control, and coordination...
Authors
Brian Reichert, Mylea Bayless, Tina Cheng, Jeremy Coleman, Charles Francis, Winifred F. Frick, Benjamin Gotthold, Kathryn Irvine, Cori Lausen, Han Li, Susan Loeb, Jonathan D. Reichard, Thomas Rodhouse, Jordi Segers, Jeremy Siemers, Wayne Thogmartin, Theodore Weller
North American Bat Monitoring Program: NABat Acoustic ML, Version 1.0.1 North American Bat Monitoring Program: NABat Acoustic ML, Version 1.0.1
Bats play crucial ecological roles, and provide valuable ecosystem services, yet many populations face serious threats from various ecological disturbances. The North American Bat Monitoring Program (NABat) aims to assess status and trends of bat populations, while developing innovative and community-driven conservation solutions using its unique data and technology infrastructure. To...