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 …

A novel index for robust and large-scale map** of plastic greenhouse from Sentinel-2 images

P Zhang, P Du, S Guo, W Zhang, P Tang, J Chen… - Remote Sensing of …, 2022 - Elsevier
As an efficient mode of modern agriculture, plastic greenhouse (PG) has significantly
increased crop yields, but it is also criticized for changing the agriculture landscape and …

Application of hyperspectral imaging technology in the rapid identification of microplastics in farmland soil

W Ai, S Liu, H Liao, J Du, Y Cai, C Liao, H Shi… - Science of The Total …, 2022 - Elsevier
Microplastics (MPs) are emerging environmental pollutants and their accumulation in the
soil can adversely affect the soil biota. This study aims to employ hyperspectral imaging …

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 …

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 …

Application of hyperspectral and deep learning in farmland soil microplastic detection

W Ai, G Chen, X Yue, J Wang - Journal of Hazardous Materials, 2023 - Elsevier
The ecological environment is gravely threatened by the buildup of microplastics (MPs) in
soil. Currently, there are no established techniques for detecting MPs in soil. Some of the …

Machine-learned prediction of annual crop planting in the US Corn Belt based on historical crop planting maps

C Zhang, L Di, L Lin, L Guo - Computers and Electronics in Agriculture, 2019 - Elsevier
An accurate crop planting map can provide essential information for decision support in
agriculture. The method of post-season and in-season crop map** has been widely …

2-D compact variational mode decomposition-based automatic classification of glaucoma stages from fundus images

D Parashar, D Agrawal - IEEE Transactions on Instrumentation …, 2021 - ieeexplore.ieee.org
Glaucoma is one of the leading causes of vision loss worldwide. It leads to reduced quality
of life for individuals and substantial economic loss for society. This problem can be reduced …

[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 …