The role of remote sensing data and methods in a modern approach to fertilization in precision agriculture
The precision fertilization system is the basis for upgrading conventional intensive
agricultural production, while achieving both high and quality yields and minimizing the …
agricultural production, while achieving both high and quality yields and minimizing the …
[HTML][HTML] A standardized catalogue of spectral indices to advance the use of remote sensing in Earth system research
Spectral Indices derived from multispectral remote sensing products are extensively used to
monitor Earth system dynamics (eg vegetation dynamics, water bodies, fire regimes). The …
monitor Earth system dynamics (eg vegetation dynamics, water bodies, fire regimes). The …
A modified bare soil index to identify bare land features during agricultural fallow-period in southeast Asia using Landsat 8
CT Nguyen, A Chidthaisong, P Kieu Diem, LZ Huo - Land, 2021 - mdpi.com
Bare soil is a critical element in the urban landscape and plays an essential role in urban
environments. Yet, the separation of bare soil and other land cover types using remote …
environments. Yet, the separation of bare soil and other land cover types using remote …
Ecological quality assessment and monitoring using a time-series remote sensing-based ecological index (ts-RSEI)
C Sun, J Li, Y Liu, L Cao, J Zheng, Z Yang… - GIScience & Remote …, 2022 - Taylor & Francis
Ecological quality assessment is fundamental to revealing changes in ecological
environments before the development of effective ecological conservation policies. The …
environments before the development of effective ecological conservation policies. The …
[HTML][HTML] Examining rice distribution and cropping intensity in a mixed single-and double-cropping region in South China using all available Sentinel 1/2 images
Paddy rice agriculture in Southern China, especially Hunan Province, has been suffered
from soil contamination. Several policies including rice fallow and decreasing cropping …
from soil contamination. Several policies including rice fallow and decreasing cropping …
Flood susceptibility modeling and hazard perception in Rwanda
Flooding is a deleterious phenomenon that induces detrimental impacts on humans,
properties and environment. As a result, the knowledge of susceptible places and hazard …
properties and environment. As a result, the knowledge of susceptible places and hazard …
[HTML][HTML] Geoscience-aware deep learning: A new paradigm for remote sensing
Abstract Information extraction is a key activity for remote sensing images. A common
distinction exists between knowledge-driven and data-driven methods. Knowledge-driven …
distinction exists between knowledge-driven and data-driven methods. Knowledge-driven …
Deep learning classification by ResNet-18 based on the real spectral dataset from multispectral remote sensing images
Y Zhao, X Zhang, W Feng, J Xu - Remote Sensing, 2022 - mdpi.com
Owing to the limitation of spatial resolution and spectral resolution, deep learning methods
are rarely used for the classification of multispectral remote sensing images based on the …
are rarely used for the classification of multispectral remote sensing images based on the …
Mapping essential urban land use categories (EULUC) using geospatial big data: Progress, challenges, and opportunities
Urban land use information that reflects socio-economic functions and human activities is
critically essential for urban planning, landscape design, environmental management …
critically essential for urban planning, landscape design, environmental management …