Ecology and environment

Publication

Multispecies Bioacoustic Classification Using Transfer Learning of Deep Convolutional Neural Networks with Pseudo-Labeling

Ming Zhong, Jack LeBien, Marconi Campos-Cerqueira, Rahul Dodhia, Juan M. Lavista Ferres, Julian P.Velev, T. Mitchell Aide

Applied Acoustics | September 2020, Vol 166

Project Project Project

Publication

A Pipeline for Identification of Bird and Frog Species in Tropical Soundscape Recordings Using a Convolutional Neural Network

Jack LeBien, Ming Zhong, Marconi Campos-Cerqueira, Julian P. Velev , Rahul Dodhia, Juan M. Lavista Ferres, Mitchell Aidead

Science Direct | September 2020

Project Project Project

Publication

Architecting Datacenters for Sustainability: Greener Data Storage using Synthetic DNA

Bichlien Nguyen, Julie Sinistore, Jake Smith, Praneet S. Arshi, Lauren M. Johnson, Tim Kidman, T.J. diCaprio, Doug Carmean, Karin Strauss

Electronics Goes Green 2020 | September 2020

Project

Publication

How machine learning can help select capping layers to suppress perovskite degradation

Noor Titan Putri Hartono, Janak Thapa, Armi Tiihonen, Felipe Oviedo, Clio Batali, Jason J. Yoo, Zhe Liu, Ruipeng Li, David Fuertes Marrón, Moungi G. Bawendi, Tonio Buonassisi, Shijing Sun

Nature Communications | August 2020, Vol 11(1): pp. 4172-4172

Video

Forest Sound Scene Simulation and Bird Localization with Distributed Microphone Arrays

August 11, 2020 | Shoken Kaneko

Audio-based wildlife monitoring is an important method for studying animal habitations and for the conservation of animal species and ecosystems. In this work, we have developed a highly efficient and scalable forest acoustics simulation algorithm,…

1:05:10

Publication

Contract Design for Afforestation Programs

Nicole Immorlica, Wanyi Li, Brendan Lucier

August 2020

Publication

Popping into Focus: Community Engagement for Environmental Impact and Awareness

Madeleine Daepp, Helen Fitzmaurice, Shawn Janzen, Jaime Ponce, Asta Roseway, Juliana Felkner, Wende Copfer, Wilfred Pinfold, Dev Niyogi

July 2020

Project

Video

Microsoft Urban Futures Summer Workshop | Policy and Social Impact [Day 3]

July 30, 2020

The Microsoft Urban Futures Summer Workshop was three intensive days of talks, discussion, and planning for data-driven urban transformation. At this event, we built a research-driven coalition of civic, academic, and research leaders to envision…

Microsoft Urban Futures Summer Workshop: Day 3

1:33:17

Video

Microsoft Urban Futures Summer Workshop | Sensors and Data [Day 2]

July 29, 2020

Day 2 | July 29, 2020 Welcome: Urban Innovation at Microsoft and Project Eclipse | Video | Slides Scott Counts, Gavin Jancke, & Miriam Berhane Russom, Microsoft Quantifying urban scale CO2 reductions and related emissions changes during…

Microsoft Urban Futures Summer Workshop: Day 2

2:27:35

Video

Microsoft Urban Futures Summer Workshop | Data Driven Urban Transformation [Day 1]

July 28, 2020

The Microsoft Urban Futures Summer Workshop was three intensive days of talks, discussion, and planning for data-driven urban transformation. At this event, we built a research-driven coalition of civic, academic, and research leaders to envision…

Microsoft Urban Futures Summer Workshop: Day 1

2:29:28

Project FarmVibes | Research for Industry

Bioacoustics: Leveraging AI to process audio recordings of diverse species

Geospatial Machine Learning

Advance sustainability initiative | AI For Good Lab

Multispecies Bioacoustic Classification Using Transfer Learning of Deep Convolutional Neural Networks with Pseudo-Labeling

A Pipeline for Identification of Bird and Frog Species in Tropical Soundscape Recordings Using a Convolutional Neural Network

Architecting Datacenters for Sustainability: Greener Data Storage using Synthetic DNA

How machine learning can help select capping layers to suppress perovskite degradation

Forest Sound Scene Simulation and Bird Localization with Distributed Microphone Arrays

Contract Design for Afforestation Programs

Popping into Focus: Community Engagement for Environmental Impact and Awareness

Microsoft Urban Futures Summer Workshop | Policy and Social Impact [Day 3]

Microsoft Urban Futures Summer Workshop | Sensors and Data [Day 2]

Microsoft Urban Futures Summer Workshop | Data Driven Urban Transformation [Day 1]

Ecology and environment

Highlights