North American Bat Monitoring Program (NABat)
Bats are essential contributing members of healthy, functioning ecosystems. They perform numerous ecosystem services like insect pest control and plant pollination, and provide enormous economic benefits through ecotourism, medical research, and novel biotechnologies. North American bats face unprecedented threats including habitat loss and fragmentation, white-nose syndrome, and wind energy development. However, it is difficult to evaluate the impacts of these threats due to a lack of basic information about the distribution and abundance of bats across the continent.
The North American Bat Monitoring Program (NABat) was established in 2015 as a multi-national, multi-agency coordinated bat population monitoring program. NABat was designed to unify and enable a dispersed community to practicably monitor an entire continent at repeated intervals, assemble data from individual efforts in a centralized database and deliver status and trends for one of North America’s critical resources – bats.
The NABat Partner Portal
The NABat Partner Portal serves as the interface between NABat partners and the NABat database, enabling users to upload, archive, and access their own data or request data from other NABat partners. The Partner Portal also features a variety of web-based tools to assist users in project planning and mapping.
About NABat
Population status and trends and other analytical outputs provide resource managers with key information for managing bat populations. Data collected and assembled by NABat partners can be used to improve our understanding of species distributions, detect signs of population declines, assess species vulnerability to potential threats, measure recovery, and much more. To facilitate the delivery of such information, the primary goals of the NABat program are to:
- Increase the quantity and quality of available data on North American bats
- Make data available for addressing bat conservation problems and management needs
- Use these data to provide regular updates on species status and trends
Now, ten years in, NABat serves as the information system for 47 North American bat species, supporting informed decision-making through robust data collection, data management, and analysis.
Progress to date has been achieved by leaning on 5 key pillars:
- A network of collaborative scientists, resource managers, policy makers, and conservationists who share data and knowledge
- Protocols and guidance that are consistent, yet flexible
- A probabilistic sample design that helps optimize the use of limited resources
- A centralized database that facilitates best practice for data management
- Analytical support and products providing multiple lines of evidence to fill local and range-wide information needs
NABat by the Numbers
In 2025, NABat contains records from stationary acoustic surveys, mobile acoustic surveys, capture surveys, internal roost counts, and emergence counts from over 480 different partner organizations and 2400 users. As policy and partner needs evolve, the NABat database will as well.
Over the course of 5 years, the NABat database has grown to over 170,000,000 data records. In accordance with FAIR Guiding Principles these data conform to data standards for submission such that they may be collated in a common format, useful queries may be employed, and provenance is preserved.
Data in the NABat database are accessed to deliver bat population status and trends and provide technical assistance to partner agencies and are available for third parties to request. As of 2025, NABat has received over 400 third-party data requests.
Behind the Models
Explore the methods NABat scientists are using to build acoustic models.
-
Training an Open-Source Foundation Model for Bat Acoustics Using Data from the North American Bat Monitoring Program (NABat) Training an Open-Source Foundation Model for Bat Acoustics Using Data from the North American Bat Monitoring Program (NABat)
This page describes the motivation, inputs, procedures, and experiments that have been performed towards a spectrogram-based foundation model for high-frequency biological datasets on bats at the U.S. Geological Survey (USGS).
Connect with NABat
Years since implementation of U.S. Forest Service Activity Tracking System (FACTS) vegetation management activities for bat habitat Years since implementation of U.S. Forest Service Activity Tracking System (FACTS) vegetation management activities for bat habitat
Supplemental Results and Code from North American Bat Monitoring Program (NABat) Integrated Species Distribution Model for Tricolored Bat Supplemental Results and Code from North American Bat Monitoring Program (NABat) Integrated Species Distribution Model for Tricolored Bat
North American Bat Monitoring Program (NABat) OneHealth (ver. 2.0, June 2025) North American Bat Monitoring Program (NABat) OneHealth (ver. 2.0, June 2025)
North American Bat Monitoring Program Knitted Grid and Multi-scale Grid Covariates North American Bat Monitoring Program Knitted Grid and Multi-scale Grid Covariates
Extrapolated Offshore Occupancy Predictions for Three Bat Species Extrapolated Offshore Occupancy Predictions for Three Bat Species
Supplemental Results from: Using mobile acoustic monitoring and false-positive N-mixture models to estimate bat abundance and population trends Supplemental Results from: Using mobile acoustic monitoring and false-positive N-mixture models to estimate bat abundance and population trends
Summer Roost Site Suitability Analyses of Four North American Bat Species in the Eastern United States Summer Roost Site Suitability Analyses of Four North American Bat Species in the Eastern United States
North American Bat Monitoring Program (NABat) Predicted Northern Long-Eared Bat Occupancy Probabilities North American Bat Monitoring Program (NABat) Predicted Northern Long-Eared Bat Occupancy Probabilities
North American Bat Monitoring Program (NABat) Integrated Summer Species Distribution Model: Predicted Tricolored Bat Occupancy Probabilities (ver. 1.1, October 2024) North American Bat Monitoring Program (NABat) Integrated Summer Species Distribution Model: Predicted Tricolored Bat Occupancy Probabilities (ver. 1.1, October 2024)
North American Bat Monitoring Program (NABat) Bayesian Hierarchical Model for Winter Abundance: Predicted Population Estimates (2022 and 2023) North American Bat Monitoring Program (NABat) Bayesian Hierarchical Model for Winter Abundance: Predicted Population Estimates (2022 and 2023)
Attributed North American Bat Monitoring Program (NABat) 5km x 5km Master Sample and Grid-Based Sampling Frame Attributed North American Bat Monitoring Program (NABat) 5km x 5km Master Sample and Grid-Based Sampling Frame
Attributed North American Grid-Based Offshore Sampling Frames Attributed North American Grid-Based Offshore Sampling Frames
Introduction to NABat
Introduction to the North American Bat Monitoring Program, including a short history of the program, a review of key program components, and highlights of program outcomes and products.
Below are publications associated with this project.
U.S. Geological Survey science in support of the North American Bat Monitoring Program (NABat) U.S. Geological Survey science in support of the North American Bat Monitoring Program (NABat)
Evaluating evidence of changing regional occupancy of four bat species in response to forest management practices Evaluating evidence of changing regional occupancy of four bat species in response to forest management practices
Hierarchical mixture models and high-resolution monitoring data can inform siting and operational strategies to mitigate bat fatalities at wind turbines Hierarchical mixture models and high-resolution monitoring data can inform siting and operational strategies to mitigate bat fatalities at wind turbines
Multi-scale predictors of Northern Long-eared Bat (Myotis septentrionalis) occupancy in the United States Multi-scale predictors of Northern Long-eared Bat (Myotis septentrionalis) occupancy in the United States
Summer roost site suitability analyses for 4 special status bat species in the Eastern United States Summer roost site suitability analyses for 4 special status bat species in the Eastern United States
Estimating disease prevalence from preferentially sampled, pooled data Estimating disease prevalence from preferentially sampled, pooled data
Integrated distribution modeling resolves asynchrony between bat population impacts and occupancy trends through latent abundance Integrated distribution modeling resolves asynchrony between bat population impacts and occupancy trends through latent abundance
Predicting bat roosts in bridges using Bayesian Additive Regression Trees Predicting bat roosts in bridges using Bayesian Additive Regression Trees
A novel method for estimating pathogen presence, prevalence, load, and dynamics at multiple scales A novel method for estimating pathogen presence, prevalence, load, and dynamics at multiple scales
The state of the bats in North America The state of the bats in North America
Using mobile acoustic monitoring and false-positive N-mixture models to estimate bat abundance and population trends Using mobile acoustic monitoring and false-positive N-mixture models to estimate bat abundance and population trends
Assessing bridges, culverts, and tunnels for bat presence and use Assessing bridges, culverts, and tunnels for bat presence and use
North American Bat Monitoring Program (NABat) mobile acoustic transect surveys standard operating procedure 1—Locating and establishing mobile transect routes North American Bat Monitoring Program (NABat) mobile acoustic transect surveys standard operating procedure 1—Locating and establishing mobile transect routes
North American Bat Monitoring Program (NABat) Partner Portal North American Bat Monitoring Program (NABat) Partner Portal
Bats are essential contributing members of healthy, functioning ecosystems. They perform numerous ecosystem services like insect pest control and plant pollination, and provide enormous economic benefits through ecotourism, medical research, and novel biotechnologies. North American bats face unprecedented threats including habitat loss and fragmentation, white-nose syndrome, and wind energy development. However, it is difficult to evaluate the impacts of these threats due to a lack of basic information about the distribution and abundance of bats across the continent.
The North American Bat Monitoring Program (NABat) was established in 2015 as a multi-national, multi-agency coordinated bat population monitoring program. NABat was designed to unify and enable a dispersed community to practicably monitor an entire continent at repeated intervals, assemble data from individual efforts in a centralized database and deliver status and trends for one of North America’s critical resources – bats.
The NABat Partner Portal
The NABat Partner Portal serves as the interface between NABat partners and the NABat database, enabling users to upload, archive, and access their own data or request data from other NABat partners. The Partner Portal also features a variety of web-based tools to assist users in project planning and mapping.
About NABat
Population status and trends and other analytical outputs provide resource managers with key information for managing bat populations. Data collected and assembled by NABat partners can be used to improve our understanding of species distributions, detect signs of population declines, assess species vulnerability to potential threats, measure recovery, and much more. To facilitate the delivery of such information, the primary goals of the NABat program are to:
- Increase the quantity and quality of available data on North American bats
- Make data available for addressing bat conservation problems and management needs
- Use these data to provide regular updates on species status and trends
Now, ten years in, NABat serves as the information system for 47 North American bat species, supporting informed decision-making through robust data collection, data management, and analysis.
Progress to date has been achieved by leaning on 5 key pillars:
- A network of collaborative scientists, resource managers, policy makers, and conservationists who share data and knowledge
- Protocols and guidance that are consistent, yet flexible
- A probabilistic sample design that helps optimize the use of limited resources
- A centralized database that facilitates best practice for data management
- Analytical support and products providing multiple lines of evidence to fill local and range-wide information needs
NABat by the Numbers
In 2025, NABat contains records from stationary acoustic surveys, mobile acoustic surveys, capture surveys, internal roost counts, and emergence counts from over 480 different partner organizations and 2400 users. As policy and partner needs evolve, the NABat database will as well.
Over the course of 5 years, the NABat database has grown to over 170,000,000 data records. In accordance with FAIR Guiding Principles these data conform to data standards for submission such that they may be collated in a common format, useful queries may be employed, and provenance is preserved.
Data in the NABat database are accessed to deliver bat population status and trends and provide technical assistance to partner agencies and are available for third parties to request. As of 2025, NABat has received over 400 third-party data requests.
Behind the Models
Explore the methods NABat scientists are using to build acoustic models.
-
Training an Open-Source Foundation Model for Bat Acoustics Using Data from the North American Bat Monitoring Program (NABat) Training an Open-Source Foundation Model for Bat Acoustics Using Data from the North American Bat Monitoring Program (NABat)
This page describes the motivation, inputs, procedures, and experiments that have been performed towards a spectrogram-based foundation model for high-frequency biological datasets on bats at the U.S. Geological Survey (USGS).
Connect with NABat
Years since implementation of U.S. Forest Service Activity Tracking System (FACTS) vegetation management activities for bat habitat Years since implementation of U.S. Forest Service Activity Tracking System (FACTS) vegetation management activities for bat habitat
Supplemental Results and Code from North American Bat Monitoring Program (NABat) Integrated Species Distribution Model for Tricolored Bat Supplemental Results and Code from North American Bat Monitoring Program (NABat) Integrated Species Distribution Model for Tricolored Bat
North American Bat Monitoring Program (NABat) OneHealth (ver. 2.0, June 2025) North American Bat Monitoring Program (NABat) OneHealth (ver. 2.0, June 2025)
North American Bat Monitoring Program Knitted Grid and Multi-scale Grid Covariates North American Bat Monitoring Program Knitted Grid and Multi-scale Grid Covariates
Extrapolated Offshore Occupancy Predictions for Three Bat Species Extrapolated Offshore Occupancy Predictions for Three Bat Species
Supplemental Results from: Using mobile acoustic monitoring and false-positive N-mixture models to estimate bat abundance and population trends Supplemental Results from: Using mobile acoustic monitoring and false-positive N-mixture models to estimate bat abundance and population trends
Summer Roost Site Suitability Analyses of Four North American Bat Species in the Eastern United States Summer Roost Site Suitability Analyses of Four North American Bat Species in the Eastern United States
North American Bat Monitoring Program (NABat) Predicted Northern Long-Eared Bat Occupancy Probabilities North American Bat Monitoring Program (NABat) Predicted Northern Long-Eared Bat Occupancy Probabilities
North American Bat Monitoring Program (NABat) Integrated Summer Species Distribution Model: Predicted Tricolored Bat Occupancy Probabilities (ver. 1.1, October 2024) North American Bat Monitoring Program (NABat) Integrated Summer Species Distribution Model: Predicted Tricolored Bat Occupancy Probabilities (ver. 1.1, October 2024)
North American Bat Monitoring Program (NABat) Bayesian Hierarchical Model for Winter Abundance: Predicted Population Estimates (2022 and 2023) North American Bat Monitoring Program (NABat) Bayesian Hierarchical Model for Winter Abundance: Predicted Population Estimates (2022 and 2023)
Attributed North American Bat Monitoring Program (NABat) 5km x 5km Master Sample and Grid-Based Sampling Frame Attributed North American Bat Monitoring Program (NABat) 5km x 5km Master Sample and Grid-Based Sampling Frame
Attributed North American Grid-Based Offshore Sampling Frames Attributed North American Grid-Based Offshore Sampling Frames
Introduction to NABat
Introduction to the North American Bat Monitoring Program, including a short history of the program, a review of key program components, and highlights of program outcomes and products.
Below are publications associated with this project.