Bayesian geostatistical modelling of PM10 and PM2.5 surface level concentrations in Europe using high-resolution satellite-derived products

by Anton Beloconi, Nektarios Chrysoulakis, Alexei Lyapustin, Jürg Utzinger, Penelope Vounatsou
Published 2018-12-01

The Potential Impact of Satellite-Retrieved Cloud Parameters on Ground-Level PM2.5 Mass and Composition

by Jessica H. Belle, Howard H. Chang, Yujie Wang, Xuefei Hu, Alexei Lyapustin, Yang Liu
Published 2017-10-01

Correcting Measurement Error in Satellite Aerosol Optical Depth with Machine Learning for Modeling PM2.5 in the Northeastern USA

by Allan C. Just, Margherita M. De Carli, Alexandra Shtein, Michael Dorman, Alexei Lyapustin, Itai Kloog
Published 2018-05-01

Progress in Remote Sensing of Photosynthetic Activity over the Amazon Basin

by Celio Helder Resende de Sousa, Thomas Hilker, Richard Waring, Yhasmin Mendes de Moura, Alexei Lyapustin
Published 2017-01-01

Amazon Forests’ Response to Droughts: A Perspective from the MAIAC Product

by Jian Bi, Ranga Myneni, Alexei Lyapustin, Yujie Wang, Taejin Park, Chen Chi, Kai Yan, Yuri Knyazikhin
Published 2016-04-01

Estimation of Terrestrial Global Gross Primary Production (GPP) with Satellite Data-Driven Models and Eddy Covariance Flux Data

by Joanna Joiner, Yasuko Yoshida, Yao Zhang, Gregory Duveiller, Martin Jung, Alexei Lyapustin, Yujie Wang, Compton J. Tucker
Published 2018-08-01

Seasonal Comparisons of Himawari-8 AHI and MODIS Vegetation Indices over Latitudinal Australian Grassland Sites

by Ngoc Nguyen Tran, Alfredo Huete, Ha Nguyen, Ian Grant, Tomoaki Miura, Xuanlong Ma, Alexei Lyapustin, Yujie Wang, Elizabeth Ebert
Published 2020-08-01

Predicting Fine Particulate Matter (PM2.5) in the Greater London Area: An Ensemble Approach using Machine Learning Methods

by Mahdieh Danesh Yazdi, Zheng Kuang, Konstantina Dimakopoulou, Benjamin Barratt, Esra Suel, Heresh Amini, Alexei Lyapustin, Klea Katsouyanni, Joel Schwartz
Published 2020-03-01

An ensemble-based model of PM2.5 concentration across the contiguous United States with high spatiotemporal resolution

by Qian Di, Heresh Amini, Liuhua Shi, Itai Kloog, Rachel Silvern, James Kelly, M. Benjamin Sabath, Christine Choirat, Petros Koutrakis, Alexei Lyapustin, Yujie Wang, Loretta J. Mickley, Joel Schwartz
Published 2019-09-01

Spatial validation reveals poor predictive performance of large-scale ecological mapping models

by Pierre Ploton, Frédéric Mortier, Maxime Réjou-Méchain, Nicolas Barbier, Nicolas Picard, Vivien Rossi, Carsten Dormann, Guillaume Cornu, Gaëlle Viennois, Nicolas Bayol, Alexei Lyapustin, Sylvie Gourlet-Fleury, Raphaël Pélissier
Published 2020-09-01

Estimation of daily PM10 and PM2.5 concentrations in Italy, 2013–2015, using a spatiotemporal land-use random-forest model

by Massimo Stafoggia, Tom Bellander, Simone Bucci, Marina Davoli, Kees de Hoogh, Francesca de' Donato, Claudio Gariazzo, Alexei Lyapustin, Paola Michelozzi, Matteo Renzi, Matteo Scortichini, Alexandra Shtein, Giovanni Viegi, Itai Kloog, Joel Schwartz
Published 2019-03-01