Semantic segmentation for plastic-covered greenhouses and plastic-mulched farmlands from VHR imagery

HSI-TransUNet: A transformer based semantic segmentation model for crop mapping from UAV hyperspectral imagery

(2022) Bowen Niu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

EAGNet: A method for automatic extraction of agricultural greenhouses from high spatial resolution remote sensing images based on hybrid multi-attention

(2022) Hongzhou Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Mapping agricultural plastic greenhouses using Google Earth images and deep learning

(2021) Wei Chen et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

National-scale greenhouse mapping for high spatial resolution remote sensing imagery using a dense object dual-task deep learning framework: A case study of China

(2021) Ailong Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

High-Resolution Boundary Refined Convolutional Neural Network for Automatic Agricultural Greenhouses Extraction from GaoFen-2 Satellite Imageries

(2021) Xiaoping Zhang et al.   Remote Sensing

Remote Sensing of Agricultural Greenhouses and Plastic-Mulched Farmland: An Analysis of Worldwide Research

(2020) Rafael Jiménez-Lao et al.   Remote Sensing

Global Context Networks

(2020) Yue Cao et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

New Workflow of Plastic-Mulched Farmland Mapping using Multi-Temporal Sentinel-2 data

(2019) Pengyu Hao et al.   Remote Sensing

Object-Based Mapping of Plastic Greenhouses with Scattered Distribution in Complex Land Cover Using Landsat 8 OLI Images: A Case Study in Xuzhou, China

(2019) Li Ji et al.   Journal of the Indian Society of Remote Sensing

Long-Term Mapping of a Greenhouse in a Typical Protected Agricultural Region Using Landsat Imagery and the Google Earth Engine

(2019) Cong Ou et al.   Remote Sensing

Object-Based Plastic-Mulched Landcover Extraction Using Integrated Sentinel-1 and Sentinel-2 Data

(2018) Lizhen Lu et al.   Remote Sensing

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Mapping plastic greenhouse with medium spatial resolution satellite data: Development of a new spectral index

(2017) Dedi Yang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Performance evaluation of object based greenhouse detection from Sentinel-2 MSI and Landsat 8 OLI data: A case study from Almería (Spain)

(2016) Antonio Novelli et al.   International Journal of Applied Earth Observation and Geoinformation

Does growing vegetables in plastic greenhouses enhance regional ecosystem services beyond the food supply?

(2013) Jie Chang et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT