The use of remote sensing in soil and terrain mapping—A review

VL Mulder, S De Bruin, ME Schaepman, TR Mayr - Geoderma, 2011 - Elsevier
This article reviews the use of optical and microwave remote sensing data for soil and terrain
mapping with emphasis on applications at regional and coarser scales. Remote sensing is …

Sensing technologies for precision specialty crop production

WS Lee, V Alchanatis, C Yang, M Hirafuji… - … and electronics in …, 2010 - Elsevier
With the advances in electronic and information technologies, various sensing systems have
been developed for specialty crop production around the world. Accurate information …

High resolution mapping of soil properties using remote sensing variables in south-western Burkina Faso: a comparison of machine learning and multiple linear …

G Forkuor, OKL Hounkpatin, G Welp, M Thiel - PloS one, 2017 - journals.plos.org
Accurate and detailed spatial soil information is essential for environmental modelling, risk
assessment and decision making. The use of Remote Sensing data as secondary sources of …

Integration of high resolution remotely sensed data and machine learning techniques for spatial prediction of soil properties and corn yield

S Khanal, J Fulton, A Klopfenstein, N Douridas… - … and electronics in …, 2018 - Elsevier
Widespread adoption of precision agriculture requires timely acquisition of low-cost, high
quality soil and crop yield maps. Integration of remotely sensed data and machine learning …

Big GIS analytics framework for agriculture supply chains: A literature review identifying the current trends and future perspectives

R Sharma, SS Kamble, A Gunasekaran - Computers and Electronics in …, 2018 - Elsevier
The world population is estimated to reach nine billion by 2050. Many challenges are
adding pressure on the current agriculture supply chains that include shrinking land sizes …

[PDF][PDF] A review: The role of remote sensing in precision agriculture

S Liaghat, SK Balasundram - American journal of agricultural …, 2010 - researchgate.net
Problem statement: Precision agriculture is an emerging farm management strategy that is
changing the way people farm. Approach: At present, there is an increasing commitment to …

Satellite remote sensing for water erosion assessment: A review

A Vrieling - Catena, 2006 - Elsevier
Water erosion creates negative impacts on agricultural production, infrastructure, and water
quality across the world. Regional-scale water erosion assessment is important, but limited …

Remote sensing of soil properties in precision agriculture: A review

Y Ge, JA Thomasson, R Sui - Frontiers of Earth Science, 2011 - Springer
The success of precision agriculture (PA) depends strongly upon an efficient and accurate
method for in-field soil property determination. This information is critical for farmers to …

Soil texture estimation using radar and optical data from Sentinel-1 and Sentinel-2

S Bousbih, M Zribi, C Pelletier, A Gorrab… - Remote Sensing, 2019 - mdpi.com
This paper discusses the combined use of remotely sensed optical and radar data for the
estimation and mapping of soil texture. The study is based on Sentinel-1 (S-1) and Sentinel …

An appraisal on the progress of remote sensing applications in soil erosion mapping and monitoring

TK Sepuru, T Dube - Remote Sensing Applications: Society and …, 2018 - Elsevier
Satellite remote sensing applications in soil erosion mapping and modelling has gathered
considerable momentum in the last decade, globally. Most importantly, the latest …