Remote sensing of plastic‐covered greenhouses and plastic‐mulched farmlands: Current trends and future perspectives

BK Veettil, DD Van, NX Quang… - Land Degradation & …, 2023 - Wiley Online Library
The application of intensive plasticulture farming has resulted in an increased yield of
horticulture crops during the last few decades in the world, particularly in China, Spain, and …

[HTML][HTML] Agricultural greenhouses detection in high-resolution satellite images based on convolutional neural networks: Comparison of faster R-CNN, YOLO v3 and …

M Li, Z Zhang, L Lei, X Wang, X Guo - Sensors, 2020 - mdpi.com
Agricultural greenhouses (AGs) are an important facility for the development of modern
agriculture. Accurately and effectively detecting AGs is a necessity for the strategic planning …

[HTML][HTML] Pixel-vs. Object-based landsat 8 data classification in google earth engine using random forest: The case study of maiella national park

A Tassi, D Gigante, G Modica, L Di Martino, M Vizzari - Remote sensing, 2021 - mdpi.com
With the general objective of producing a 2018–2020 Land Use/Land Cover (LULC) map of
the Maiella National Park (central Italy), useful for a future long-term LULC change analysis …

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

A Novelli, MA Aguilar, A Nemmaoui, FJ Aguilar… - International journal of …, 2016 - Elsevier
This paper shows the first comparison between data from Sentinel-2 (S2) Multi Spectral
Instrument (MSI) and Landsat 8 (L8) Operational Land Imager (OLI) headed up to …

DSM and DTM generation from VHR satellite stereo imagery over plastic covered greenhouse areas

A Nemmaoui, FJ Aguilar, MA Aguilar, R Qin - Computers and electronics in …, 2019 - Elsevier
Abstract Agriculture under Plastic Covered Greenhouses (PCG) has represented a step
forward in the evolution from traditional to industrial farming. However, PCG-based …

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

D Yang, J Chen, Y Zhou, X Chen, X Chen… - ISPRS Journal of …, 2017 - Elsevier
Plastic greenhouses (PGs) are an important agriculture development technique to protect
and control the growing environment for food crops. The extensive use of PGs can change …

Map** agricultural plastic greenhouses using Google Earth images and deep learning

W Chen, Y Xu, Z Zhang, L Yang, X Pan, Z Jia - Computers and Electronics …, 2021 - Elsevier
The worldwide use of agricultural plastic greenhouses (APGs) is crucial to provide sufficient
food, including vegetables and fruits, for residents. However, the pollution problem created …

[HTML][HTML] Remote sensing of agricultural greenhouses and plastic-mulched farmland: An analysis of worldwide research

R Jiménez-Lao, FJ Aguilar, A Nemmaoui, MA Aguilar - Remote Sensing, 2020 - mdpi.com
The total area of plastic-covered crops of 3019 million hectares has been increasing steadily
around the world, particularly in the form of crops maintained under plastic-covered …

[HTML][HTML] Map** plastic greenhouses with two-temporal sentinel-2 images and 1d-cnn deep learning

H Sun, L Wang, R Lin, Z Zhang, B Zhang - Remote Sensing, 2021 - mdpi.com
Plastic greenhouses (PGs) are widely built near cities in China to produce vegetables and
fruits. In order to promote sustainable agriculture, rural landscape construction, and better …

Spatial and temporal evolution and greenhouse gas emissions of China's agricultural plastic greenhouses

X Liu, L **n - Science of The Total Environment, 2023 - Elsevier
The rapid development of the use of agricultural plastic greenhouses in China in recent
years has played an important role in the generation of economic benefits from agriculture …