Slides used during the Intro to GenEst, A Generalized Estimator of Mortality, Workshop held at the National Wind Coordinating Collaborative's Wind Wildlife Research Meeting XII on November 26, 2018 in St. Paul Minnesota.
Manuela M Huso
I am a Research Statistician Emerita with the USGS Forest and Rangeland Ecosystem Science Center in Corvallis, OR.
I have a courtesy faculty appointment in the Department of Statistics at Oregon State University (OSU). Before coming to the USGS, I spent more than 20 years as a consulting statistician at OSU.
Education and Certifications
M.S., Statistics, Oregon State University, Corvallis, OR (1988)
M.S., Theoretical Ecology, University of Oregon, Corvallis, OR (1984)
B.A., Biology, Whitman College, Walla Walla, WA (1978)
Science and Products
Wind Energy and Wildlife Team (FRESC)
Improving fatality estimates at wind energy facilities
A Generalized Estimator for Estimating Bird and Bat Mortality at Renewable Energy Facilities - GenEst
Statistical Tools for Wind and Solar Energy Development and Operations
Wind Energy and Wildlife Team (FRESC)
Effects of Wind and Solar Energy Development on Wildlife
Applied Statistical Methods and Tools
If you are unable to access or download a product, email fresc_outreach@usgs.gov a request, including the full citation, or call (541) 750-1030.
San Gorgonio Pass Wind Resource Area Repower Data (2018-2019)
If you are unable to access or download a product, email fresc_outreach@usgs.gov a request, including the full citation, or call (541) 750-1030.
Slides used during the Intro to GenEst, A Generalized Estimator of Mortality, Workshop held at the National Wind Coordinating Collaborative's Wind Wildlife Research Meeting XII on November 26, 2018 in St. Paul Minnesota.
This is a recorded presentation describing a statistical software package called "Evidence of Absence" that can be used to provide evidence of compliance with incidental take permits.
This is a recorded presentation describing a statistical software package called "Evidence of Absence" that can be used to provide evidence of compliance with incidental take permits.
If you are unable to access or download a product, email fresc_outreach@usgs.gov a request, including the full citation, or call (541) 750-1030.
GenEst statistical models—A generalized estimator of mortality
A decade of curtailment studies demonstrates a consistent and effective strategy to reduce bat fatalities at wind turbines in North America
Accounting for the fraction of carcasses outside the searched area in the estimation of bird and bat fatalities at wind energy facilities
Reanalysis indicates little evidence of reduction in eagle mortality rate by automated curtailment of wind turbines
Modeling the spatial distribution of carcasses of eagles killed by wind turbines
A review of supervised learning methods for classifying animal behavioural states from environmental features
Classifying behavior from short-interval biologging data: An example with GPS tracking of birds
Relative energy production determines effect of repowering on wildlife mortality at wind energy facilities
Performance of the GenEst Mortality Estimator Compared to The Huso and Shoenfeld Estimators
Comparing methods to estimate the proportion of turbine-induced bird and bat mortality in the search area under a road and pad search protocol
Some approaches to accounting for incidental carcass discoveries in non-monitored years using the Evidence of Absence model
Wind energy: An ecological challenge
Estimating population size with imperfect detection using a parametric bootstrap
Non-USGS Publications**
**Disclaimer: The views expressed in Non-USGS publications are those of the author and do not represent the views of the USGS, Department of the Interior, or the U.S. Government.
If you are unable to access or download a product, email fresc_outreach@usgs.gov a request, including the full citation, or call (541) 750-1030.
Density-weighted proportion (dwp) tool suite
GenEst - A Generalized Estimator of Mortality
GenEst, a generalized estimator of wildlife mortality at renewable energy facilities.
Generalized Mortality Estimator (GenEst) - R code & GUI
Evidence of Absence (EoA) Software and User's Guide
Software to Estimate Bird and Bat Fatality at Wind Farms
Fatality Estimator Software
Tool to Evaluate Wildlife Fatalities at Wind-Power Facilities
To request an interview, contact fresc_outreach@usgs.gov or call (541) 750-1030.
Science and Products
Wind Energy and Wildlife Team (FRESC)
Improving fatality estimates at wind energy facilities
A Generalized Estimator for Estimating Bird and Bat Mortality at Renewable Energy Facilities - GenEst
Statistical Tools for Wind and Solar Energy Development and Operations
Wind Energy and Wildlife Team (FRESC)
Effects of Wind and Solar Energy Development on Wildlife
Applied Statistical Methods and Tools
If you are unable to access or download a product, email fresc_outreach@usgs.gov a request, including the full citation, or call (541) 750-1030.
San Gorgonio Pass Wind Resource Area Repower Data (2018-2019)
If you are unable to access or download a product, email fresc_outreach@usgs.gov a request, including the full citation, or call (541) 750-1030.
Slides used during the Intro to GenEst, A Generalized Estimator of Mortality, Workshop held at the National Wind Coordinating Collaborative's Wind Wildlife Research Meeting XII on November 26, 2018 in St. Paul Minnesota.
Slides used during the Intro to GenEst, A Generalized Estimator of Mortality, Workshop held at the National Wind Coordinating Collaborative's Wind Wildlife Research Meeting XII on November 26, 2018 in St. Paul Minnesota.
This is a recorded presentation describing a statistical software package called "Evidence of Absence" that can be used to provide evidence of compliance with incidental take permits.
This is a recorded presentation describing a statistical software package called "Evidence of Absence" that can be used to provide evidence of compliance with incidental take permits.
If you are unable to access or download a product, email fresc_outreach@usgs.gov a request, including the full citation, or call (541) 750-1030.
GenEst statistical models—A generalized estimator of mortality
A decade of curtailment studies demonstrates a consistent and effective strategy to reduce bat fatalities at wind turbines in North America
Accounting for the fraction of carcasses outside the searched area in the estimation of bird and bat fatalities at wind energy facilities
Reanalysis indicates little evidence of reduction in eagle mortality rate by automated curtailment of wind turbines
Modeling the spatial distribution of carcasses of eagles killed by wind turbines
A review of supervised learning methods for classifying animal behavioural states from environmental features
Classifying behavior from short-interval biologging data: An example with GPS tracking of birds
Relative energy production determines effect of repowering on wildlife mortality at wind energy facilities
Performance of the GenEst Mortality Estimator Compared to The Huso and Shoenfeld Estimators
Comparing methods to estimate the proportion of turbine-induced bird and bat mortality in the search area under a road and pad search protocol
Some approaches to accounting for incidental carcass discoveries in non-monitored years using the Evidence of Absence model
Wind energy: An ecological challenge
Estimating population size with imperfect detection using a parametric bootstrap
Non-USGS Publications**
**Disclaimer: The views expressed in Non-USGS publications are those of the author and do not represent the views of the USGS, Department of the Interior, or the U.S. Government.
If you are unable to access or download a product, email fresc_outreach@usgs.gov a request, including the full citation, or call (541) 750-1030.
Density-weighted proportion (dwp) tool suite
GenEst - A Generalized Estimator of Mortality
GenEst, a generalized estimator of wildlife mortality at renewable energy facilities.
Generalized Mortality Estimator (GenEst) - R code & GUI
Evidence of Absence (EoA) Software and User's Guide
Software to Estimate Bird and Bat Fatality at Wind Farms
Fatality Estimator Software
Tool to Evaluate Wildlife Fatalities at Wind-Power Facilities
To request an interview, contact fresc_outreach@usgs.gov or call (541) 750-1030.