Applications of remote sensing in precision agriculture: A review

RP Sishodia, RL Ray, SK Singh - Remote sensing, 2020 - mdpi.com
Agriculture provides for the most basic needs of humankind: food and fiber. The introduction
of new farming techniques in the past century (eg, during the Green Revolution) has helped …

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 …

Crowdsourced air temperatures contrast satellite measures of the urban heat island and its mechanisms

ZS Venter, T Chakraborty, X Lee - Science Advances, 2021 - science.org
The ubiquitous nature of satellite data has led to an explosion of studies on the surface
urban heat island (SUHI). Relatively few have simultaneously used air temperature …

Influences of wildfire on the forest ecosystem and climate change: A comprehensive study

K Gajendiran, S Kandasamy, M Narayanan - Environmental Research, 2024 - Elsevier
Wildfires have complex impacts on forests, including changes in vegetation, threats to
biodiversity, and emissions of greenhouse gases like carbon dioxide, which exacerbate …

Multi-sensor remote sensing for drought characterization: current status, opportunities and a roadmap for the future

W Jiao, L Wang, MF McCabe - Remote Sensing of Environment, 2021 - Elsevier
Satellite based remote sensing offers one of the few approaches able to monitor the spatial
and temporal development of regional to continental scale droughts. A unique element of …

The future of evapotranspiration: Global requirements for ecosystem functioning, carbon and climate feedbacks, agricultural management, and water resources

JB Fisher, F Melton, E Middleton, C Hain… - Water resources …, 2017 - Wiley Online Library
The fate of the terrestrial biosphere is highly uncertain given recent and projected changes
in climate. This is especially acute for impacts associated with changes in drought frequency …

Remote sensing and machine learning for crop water stress determination in various crops: a critical review

SS Virnodkar, VK Pachghare, VC Patil, SK Jha - Precision Agriculture, 2020 - Springer
The remote sensing (RS) technique is less cost-and labour-intensive than ground-based
surveys for diverse applications in agriculture. Machine learning (ML), a branch of artificial …

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 …

Toward impact-based monitoring of drought and its cascading hazards

A AghaKouchak, LS Huning, M Sadegh, Y Qin… - Nature Reviews Earth & …, 2023 - nature.com
Growth in satellite observations and modelling capabilities has transformed drought
monitoring, offering near-real-time information. However, current monitoring efforts focus on …

Amazon hydrology from space: scientific advances and future challenges

AC Fassoni‐Andrade, AS Fleischmann… - Reviews of …, 2021 - Wiley Online Library
As the largest river basin on Earth, the Amazon is of major importance to the world's climate
and water resources. Over the past decades, advances in satellite‐based remote sensing …