Accounting for the Fraction of Carcasses outside the Searched Area and the Estimation of Bird and Bat Fatalities at Wind Energy Facilities

01/25/2022
by   Daniel Dalthorp, et al.
0

In estimating bird and bat mortality at wind turbines, it is essential to account for carcasses that lie outside the searched area. In this manuscript we explore some of the difficulties and nuances involved in the spatial prediction of the number of carcasses that lie outside the searched area and provide extensive guidance and documentation for a new R package (dwp) for modeling carcass density as a function of distance from a turbine and estimation of the fraction of carcasses lying within the searched area, which is a critical parameter in fatality estimation software such as GenEst, eoa, acmeR, and carcass.

READ FULL TEXT
research
10/17/2016

Wind ramp event prediction with parallelized Gradient Boosted Regression Trees

Accurate prediction of wind ramp events is critical for ensuring the rel...
research
07/29/2021

Spatio-temporal estimation of wind speed and wind power using machine learning: predictions, uncertainty and technical potential

The growth of wind generation capacities in the past decades has shown t...
research
01/09/2020

Modeling Climate Change Impact on Wind Power Resources Using Adaptive Neuro-Fuzzy Inference System

Climate change impacts and adaptations are the subjects to ongoing issue...
research
03/16/2023

Reduction of rain-induced errors for wind speed estimation on SAR observations using convolutional neural networks

Synthetic Aperture Radar is known to be able to provide high-resolution ...
research
11/26/2020

Consistency testing for robust phase estimation

We present an extension to the robust phase estimation protocol, which c...

Please sign up or login with your details

Forgot password? Click here to reset