Remote sensing in field crop monitoring: A comprehensive review of sensor systems, data analyses and recent advances

E Omia, H Bae, E Park, MS Kim, I Baek, I Kabenge… - Remote Sensing, 2023 - mdpi.com
The key elements that underpin food security require the adaptation of agricultural systems
to support productivity increases while minimizing inputs and the adverse effects of climate …

Remote sensing for agricultural applications: A meta-review

M Weiss, F Jacob, G Duveiller - Remote sensing of environment, 2020 - Elsevier
Agriculture provides humanity with food, fibers, fuel, and raw materials that are paramount
for human livelihood. Today, this role must be satisfied within a context of environmental …

The Harmonized Landsat and Sentinel-2 surface reflectance data set

M Claverie, J Ju, JG Masek, JL Dungan… - Remote sensing of …, 2018 - Elsevier
Abstract The Harmonized Landsat and Sentinel-2 (HLS) project is a NASA initiative aiming
to produce a Virtual Constellation (VC) of surface reflectance (SR) data acquired by the …

Cloud detection algorithm comparison and validation for operational Landsat data products

S Foga, PL Scaramuzza, S Guo, Z Zhu… - Remote sensing of …, 2017 - Elsevier
Clouds are a pervasive and unavoidable issue in satellite-borne optical imagery. Accurate,
well-documented, and automated cloud detection algorithms are necessary to effectively …

Change detection using landsat time series: A review of frequencies, preprocessing, algorithms, and applications

Z Zhu - ISPRS Journal of Photogrammetry and Remote …, 2017 - Elsevier
The free and open access to all archived Landsat images in 2008 has completely changed
the way of using Landsat data. Many novel change detection algorithms based on Landsat …

[HTML][HTML] Spatiotemporal fusion of multisource remote sensing data: Literature survey, taxonomy, principles, applications, and future directions

X Zhu, F Cai, J Tian, TKA Williams - Remote Sensing, 2018 - mdpi.com
Satellite time series with high spatial resolution is critical for monitoring land surface
dynamics in heterogeneous landscapes. Although remote sensing technologies have …

Characterization of Landsat-7 to Landsat-8 reflective wavelength and normalized difference vegetation index continuity

DP Roy, V Kovalskyy, HK Zhang, EF Vermote… - Remote sensing of …, 2016 - Elsevier
At over 40 years, the Landsat satellites provide the longest temporal record of space-based
land surface observations, and the successful 2013 launch of the Landsat-8 is continuing …

Exploring Google Earth Engine platform for big data processing: Classification of multi-temporal satellite imagery for crop map**

A Shelestov, M Lavreniuk, N Kussul… - frontiers in Earth …, 2017 - frontiersin.org
Many applied problems arising in agricultural monitoring and food security require reliable
crop maps at national or global scale. Large scale crop map** requires processing and …

The future of Earth observation in hydrology

MF McCabe, M Rodell, DE Alsdorf… - Hydrology and earth …, 2017 - hess.copernicus.org
In just the past 5 years, the field of Earth observation has progressed beyond the offerings of
conventional space-agency-based platforms to include a plethora of sensing opportunities …

[HTML][HTML] Status of phenological research using Sentinel-2 data: A review

G Misra, F Cawkwell, A Wingler - Remote Sensing, 2020 - mdpi.com
Remote sensing of plant phenology as an indicator of climate change and for map** land
cover has received significant scientific interest in the past two decades. The advancing of …