Emerging opportunities and challenges for passive acoustics in ecological assessment and monitoring

Rory Gibb, Ella Browning, Paul Glover‐Kapfer, +1

Methods in Ecology and Evolution

Acoustic MethodsBiodiversityOcean AcousticsEnvironmental MonitoringEngineering +13

Bat detective—Deep learning tools for bat acoustic signal detection

Oisin Mac Aodha, Rory Gibb, Kate E. Barlow, +16

PLoS Computational Biology

EngineeringMachine LearningData ScienceDeep LearningHealth Sciences +12

Passive acoustic monitoring in ecology and conservation.

Ella Browning, Rory Gibb, Paul Glover‐Kapfer, +1

IOC of UNESCO (Intergovernmental Oceanographic Commission)

Predicting animal behaviour using deep learning: <scp>GPS</scp> data alone accurately predict diving in seabirds

Ella Browning, Mark Bolton, Ellie Owen, +3

Methods in Ecology and Evolution

EngineeringMachine LearningPredict DivingMovement EcologyMarine Systems +17

Bat Detective - Deep Learning Tools for Bat Acoustic Signal Detection

Oisin Mac Aodha, Rory Gibb, Kate E. Barlow, +16

Convolutional Neural NetworkAudio MiningEngineeringMachine LearningDeep Learning +11

Machine Learning Differentiation of Autism Spectrum Sub-Classifications

Resham Thapa, Anurag Garikipati, M. Ciobanu, +6

Journal of Autism and Developmental Disorders

Machine learning determination of applied behavioral analysis treatment plan type

Jenish Maharjan, Anurag Garikipati, Frank A. Dinenno, +6

Brain Informatics

Towards a General Approach for Bat Echolocation Detection and Classification

Oisin Mac Aodha, Santiago Martínez Balvanera, Elise Damstra, +11

NeuroethologyData AugmentationBat Echolocation DetectionEngineeringMachine Learning +11

Accounting for spatial autocorrelation and environment are important to derive robust bat population trends from citizen science data

Ella Browning, Robin Freeman, Katherine L. Boughey, +2

Ecological Indicators

An Evaluation of the OpenWeatherMap API versus INMET Using Weather Data from Two Brazilian Cities: Recife and Campina Grande

Anwar Musah, Lívia Márcia Mosso Dutra, Aisha Aldosery, +14

Data

EngineeringWeather ForecastingClimate ModelingUrban WeatherEarth Science +19