Solid waste mapping based on very high resolution remote sensing imagery and a novel deep learning approach

Toward smarter management and recovery of municipal solid waste: A critical review on deep learning approaches

(2022) Kunsen Lin et al.   Journal of Cleaner Production

Applying a deep residual network coupling with transfer learning for recyclable waste sorting

(2022) Kunsen Lin et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Deep convolutional neural networks for construction and demolition waste classification: VGGNet structures, cyclical learning rate, and knowledge transfer

(2022) Kunsen Lin et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Mapping of plastic greenhouses and mulching films from very high resolution remote sensing imagery based on a dilated and non-local convolutional neural network

(2021) Quanlong Feng et al.   International Journal of Applied Earth Observation and Geoinformation

Estimation of municipal solid waste amount based on one-dimension convolutional neural network and long short-term memory with attention mechanism model: A case study of Shanghai

(2021) Kunsen Lin et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Finding Plastic Patches in Coastal Waters using Optical Satellite Data

(2020) Lauren Biermann et al.   Scientific Reports

Mapping marine litter on coastal dunes with unmanned aerial systems: A showcase on the Atlantic Coast

(2020) Umberto Andriolo et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Urban Green Plastic Cover Mapping Based on VHR Remote Sensing Images and a Deep Semi-Supervised Learning Framework

(2020) Jiantao Liu et al.   ISPRS International Journal of Geo-Information

SRAF-Net: Shape Robust Anchor-Free Network for Garbage Dumps in Remote Sensing Imagery

(2020) Xian Sun et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Integrating Multitemporal Sentinel-1/2 Data for Coastal Land Cover Classification Using a Multibranch Convolutional Neural Network: A Case of the Yellow River Delta

(2019) Quanlong Feng et al.   Remote Sensing

Anthropogenic Marine Debris assessment with Unmanned Aerial Vehicle imagery and deep learning: A case study along the beaches of the Republic of Maldives

(2019) L. Fallati et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Deep Convolutional Neural Network for Complex Wetland Classification Using Optical Remote Sensing Imagery

(2018) Mohammad Rezaee et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Monitoring of beach litter by automatic interpretation of unmanned aerial vehicle images using the segmentation threshold method

(2018) Zhongcong Bao et al.   MARINE POLLUTION BULLETIN

Deep learning

(2015) Yann LeCun et al.   NATURE

Photogrammetry for environmental monitoring: The use of drones and hydrological models for detection of soil contaminated by copper

(2015) Alessandra Capolupo et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Urban Flood Mapping Based on Unmanned Aerial Vehicle Remote Sensing and Random Forest Classifier—A Case of Yuyao, China

(2015) Quanlong Feng et al.   Water

Low altitude remote-sensing method to monitor marine and beach litter of various colors using a balloon equipped with a digital camera

(2012) Shin’ichiro Kako et al.   MARINE POLLUTION BULLETIN

Municipal Solid Waste Collection and Management Problems: A Literature Review

(2012) Jeroen Beliën et al.   TRANSPORTATION SCIENCE