Critical knowledge gaps and research priorities in global soil salinity

JW Hopmans, AS Qureshi, I Kisekka, R Munns… - Advances in …, 2021 - Elsevier
Approximately 1 billion ha of the global land surface is currently salt-affected, representing
about 7% of the earth's land surface. Whereas most of it results from natural geochemical …

Remote sensing in agriculture—accomplishments, limitations, and opportunities

S Khanal, K Kc, JP Fulton, S Shearer, E Ozkan - Remote Sensing, 2020 - mdpi.com
Remote sensing (RS) technologies provide a diagnostic tool that can serve as an early
warning system, allowing the agricultural community to intervene early on to counter …

[HTML][HTML] Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis

M Belgiu, O Csillik - Remote sensing of environment, 2018 - Elsevier
Efficient methodologies for mapping croplands are an essential condition for the
implementation of sustainable agricultural practices and for monitoring crops periodically …

[HTML][HTML] A 30-m landsat-derived cropland extent product of Australia and China using random forest machine learning algorithm on Google Earth Engine cloud …

P Teluguntla, PS Thenkabail, A Oliphant… - ISPRS journal of …, 2018 - Elsevier
Mapping high resolution (30-m or better) cropland extent over very large areas such as
continents or large countries or regions accurately, precisely, repeatedly, and rapidly is of …

Challenges and opportunities in remote sensing-based crop monitoring: A review

B Wu, M Zhang, H Zeng, F Tian… - National Science …, 2023 - academic.oup.com
Building a more resilient food system for sustainable development and reducing uncertainty
in global food markets both require concurrent and near-real-time and reliable crop …

Agricultural land suitability analysis: State-of-the-art and outlooks for integration of climate change analysis

K Akpoti, AT Kabo-bah, SJ Zwart - Agricultural systems, 2019 - Elsevier
Agricultural land suitability analysis (ALSA) for crop production is one of the key tools for
ensuring sustainable agriculture and for attaining the current global food security goal in line …

Modeling seasonal migration of fall armyworm moths

JK Westbrook, RN Nagoshi, RL Meagher… - International journal of …, 2016 - Springer
Fall armyworm, Spodoptera frugiperda (JE Smith), is a highly mobile insect pest of a wide
range of host crops. However, this pest of tropical origin cannot survive extended periods of …

[HTML][HTML] Measuring land-use and land-cover change using the US department of agriculture's cropland data layer: Cautions and recommendations

TJ Lark, RM Mueller, DM Johnson, HK Gibbs - International journal of …, 2017 - Elsevier
Monitoring agricultural land is important for understanding and managing food production,
environmental conservation efforts, and climate change. The United States Department of …

Validation and refinement of cropland data layer using a spatial-temporal decision tree algorithm

L Lin, L Di, C Zhang, L Guo, Y Di, H Li, A Yang - Scientific Data, 2022 - nature.com
Abstract Space-based crop identification and acreage estimation have played a significant
role in agricultural studies in recent years, due to the development of Remote Sensing …

Regional-scale soil salinity assessment using Landsat ETM+ canopy reflectance

E Scudiero, TH Skaggs, DL Corwin - Remote Sensing of Environment, 2015 - Elsevier
Soil salinization is widely recognized to be a major threat to worldwide agriculture. Despite
decades of research in soil mapping, no reliable and up-to-date salinity maps are available …