Deep learning models for the classification of crops in aerial imagery: A review

I Teixeira, R Morais, JJ Sousa, A Cunha - Agriculture, 2023 - mdpi.com
In recent years, the use of remote sensing data obtained from satellite or unmanned aerial
vehicle (UAV) imagery has grown in popularity for crop classification tasks such as yield …

Monitoring cropland abandonment with Landsat time series

H Yin, A Brandão Jr, J Buchner, D Helmers… - Remote Sensing of …, 2020 - Elsevier
Cropland abandonment is a widespread land-use change, but it is difficult to monitor with
remote sensing because it is often spatially dispersed, easily confused with spectrally similar …

Mapping abandoned farmland in China using time series MODIS NDVI

X Zhu, G Xiao, D Zhang, L Guo - Science of the Total Environment, 2021 - Elsevier
Farmland abandonment is an important aspect of land cover land use (LCLU) that has both
positive and negative effects on the environment. There is limited information regarding the …

Land use/land cover changes and the relationship with land surface temperature using Landsat and MODIS imageries in Cameron Highlands, Malaysia

D How Jin Aik, MH Ismail, FM Muharam - Land, 2020 - mdpi.com
Mountainous regions are more sensitive to climatic condition changes and are susceptible
to recent increases in temperature. Due to urbanization and land use/land cover (LULC) …

Assessing the accuracy of multiple classification algorithms for crop classification using Landsat-8 and Sentinel-2 data

A Chakhar, D Ortega-Terol, D Hernández-López… - Remote sensing, 2020 - mdpi.com
The launch of Sentinel-2A and B satellites has boosted the development of many
applications that could benefit from the fine resolution of the supplied information, both in …

Understanding the spatiotemporal patterns of seasonal, annual, and consecutive farmland abandonment in China with time‐series MODIS images during the period …

L Li, Y Pan, R Zheng, X Liu - Land Degradation & Development, 2022 - Wiley Online Library
Farmland abandonment has substantial impacts on the environment, and its impacts vary
with the duration of farmland abandonment. While consecutive and annual farmland …

Land abandonment in Poland after the collapse of socialism: Over a quarter of a century of increasing tree cover on agricultural land

J Janus, P Bozek - Ecological Engineering, 2019 - Elsevier
Land abandonment is an important topic of discussion in many European countries but is
particularly relevant for Central and Eastern Europe. When analyzing this issue, a major …

Role of geospatial technology in understanding urban green space of Kalaburagi city for sustainable planning

S Shekhar, J Aryal - Urban forestry & urban greening, 2019 - Elsevier
Mapping and monitoring of the urban green space (UGS) are necessary for improving the
quality of urban life. Mapping the UGS is the first step in sustainable urban planning …

Monitoring of Cropland Abandonment Based on Long Time Series Remote Sensing Data: A Case Study of Fujian Province, China

J Wu, S Jin, G Zhu, J Guo - Agronomy, 2023 - mdpi.com
Farmland is the basis for human survival and development. The phenomenon of cropland
abandonment has seriously affected national agricultural production and food security. In …

Fine crop mapping by combining high spectral and high spatial resolution remote sensing data in complex heterogeneous areas

M Wu, W Huang, Z Niu, Y Wang, C Wang, W Li… - … and Electronics in …, 2017 - Elsevier
In complex heterogeneous areas, it is difficult to map crops with high accuracy using only
high spatial resolution or only high spectral resolution remote sensing data. Because the …