A review of remote sensing applications in agriculture for food security: Crop growth and yield, irrigation, and crop losses

L Karthikeyan, I Chawla, AK Mishra - Journal of Hydrology, 2020 - Elsevier
The global population is expected to reach 9.8 billion by 2050. There is an exponential
growth of food production to meet the needs of the growing population. However, the limited …

Review of machine learning approaches for biomass and soil moisture retrievals from remote sensing data

I Ali, F Greifeneder, J Stamenkovic, M Neumann… - Remote Sensing, 2015 - mdpi.com
The enormous increase of remote sensing data from airborne and space-borne platforms, as
well as ground measurements has directed the attention of scientists towards new and …

Understanding the temporal behavior of crops using Sentinel-1 and Sentinel-2-like data for agricultural applications

A Veloso, S Mermoz, A Bouvet, T Le Toan… - Remote sensing of …, 2017 - Elsevier
Crop monitoring information is essential for food security and to improve our understanding
of the role of agriculture on climate change, among others. Remotely sensing optical and …

Radar remote sensing of agricultural canopies: A review

SC Steele-Dunne, H McNairn… - IEEE Journal of …, 2017 - ieeexplore.ieee.org
Observations from spaceborne radar contain considerable information about vegetation
dynamics. The ability to extract this information could lead to improved soil moisture …

Advances in soil moisture retrieval from synthetic aperture radar and hydrological applications

KC Kornelsen, P Coulibaly - Journal of Hydrology, 2013 - Elsevier
The sensitivity of Synthetic Aperture Radar (SAR) to soil moisture is well established,
however, the retrieval of soil moisture from SAR is confounded by the effects of surface …

Global monitoring of snow water equivalent using high frequency radar remote sensing

L Tsang, M Durand, C Derksen, AP Barros… - The Cryosphere …, 2021 - tc.copernicus.org
Seasonal snow cover is the largest single component of the cryosphere in areal extent,
covering an average of 46 million square km of Earth's surface (31% of the land area) each …

Retrieval of land surface parameters using passive microwave measurements at 6-18 GHz

EG Njoku, L Li - IEEE Transactions on Geoscience and Remote …, 1999 - ieeexplore.ieee.org
An approach is evaluated for retrieval of land surface parameters (soil moisture, vegetation
water content, and surface temperature) using satellite microwave radiometer data in the 6 …

[引用][C] The mapping between the mental and the public lexicon

D Sperber - 1998 - books.google.com
There are words in the language we speak and concepts in our minds. For present
purposes, we can use a relatively common-sense, unsophisticated notion of a linguistic …

Retrieving surface soil moisture at high spatio-temporal resolution from a synergy between Sentinel-1 radar and Landsat thermal data: A study case over bare soil

A Amazirh, O Merlin, S Er-Raki, Q Gao… - Remote sensing of …, 2018 - Elsevier
Radar data have been used to retrieve and monitor the surface soil moisture (SM) changes
in various conditions. However, the calibration of radar models whether empirically or …

Monitoring of wheat crops using the backscattering coefficient and the interferometric coherence derived from Sentinel-1 in semi-arid areas

N Ouaadi, L Jarlan, J Ezzahar, M Zribi… - Remote Sensing of …, 2020 - Elsevier
Radar data at C-band has shown great potential for the monitoring of soil and canopy hydric
conditions of wheat crops. In this study, the C-band Sentinel-1 time series including the …