Maitreyi Sur

Maitreyi Sur
Boise State University | BSU · Department of Biological Sciences

About

14
Publications
1,812
Reads
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111
Citations
Citations since 2017
13 Research Items
102 Citations
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2017201820192020202120222023051015202530

Publications

Publications (14)
Article
Full-text available
Abstract Sophisticated animal‐borne sensor systems are increasingly providing novel insight into how animals behave and move. Despite their widespread use in ecology, the diversity and expanding quality and quantity of data they produce have created a need for robust analytical methods for biological interpretation. Machine learning tools are often...
Article
Full-text available
• A central theme for conservation is understanding how animals differentially use, and are affected by change in, the landscapes they inhabit. However, it has been challenging to develop conservation schemes for habitat-specific behaviors. • Here we use behavioral change point analysis to identify behavioral states of golden eagles (Aquila chrysae...
Article
Full-text available
An animal's movement is expected to be governed by an interplay between goals determined by its internal state and energetic costs associated with navigating through the external environment. Understanding this ecological process is challenging when an animal moves in two dimensions and even more difficult for birds that move in a third dimension....
Article
Full-text available
Wind energy development is rapidly expanding in North America, often accompanied by requirements to survey potential facility locations for existing wildlife. Within the USA, golden eagles (Aquila chrysaetos) are among the most high-profile species of birds that are at risk from wind turbines. To minimize golden eagle fatalities in areas proposed f...
Article
Full-text available
Soaring birds can balance the energetic costs of movement by switching between flapping, soaring and gliding flight. Accelerometers can allow quantification of flight behavior and thus a context to interpret these energetic costs. However, models to interpret accelerometry data are still being developed, rarely trained with supervised datasets, and...
Data
Confusion matrix of RF classification predictions. (PDF)
Data
Definition of statistics calculated from confusion matrices generated by models for classification of accelerometer data. (PDF)
Data
Amount of video collected from a trained golden eagle outfitted with an accelerometer. (PDF)
Data
Box plot of Overall Dynamic Body Acceleration (ODBA). (PDF)
Data
Descriptive statistics for the 28 variables calculated for the segments defined by the change point model. (PDF)
Data
Confusion matrix of KNN classification predictions. (PDF)

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