Retrieving soil moisture from grape growing areas using multi-feature and stacking-based ensemble learning modeling

S Tao, X Zhang, R Feng, W Qi, Y Wang… - … and Electronics in …, 2023 - Elsevier
Soil moisture (SM) is an essential parameter for crop growth and development, and temporal
and spatial variation in SM in agricultural fields varies by crop type due to corresponding …

[HTML][HTML] Remote sensing on alfalfa as an approach to optimize production outcomes: A review of evidence and directions for future assessments

D Tedesco, L Nieto, C Hernández, JF Rybecky, D Min… - Remote Sensing, 2022 - mdpi.com
Alfalfa (Medicago sativa L.) is one of the most relevant forage crops due to its importance for
livestock. Timely harvesting is critical to secure adequate forage quality. However, farmers …

Carbon dioxide fluxes over irrigated and rainfed alfalfa in the Southern Great Plains, USA

P Wagle, Y Zhou, BK Northup, C Moffet… - European Journal of …, 2024 - Elsevier
The annual dynamics of carbon dioxide (CO 2) fluxes for irrigated and rainfed alfalfa
(Medicago sativa L.) in the Southern Great Plains of the United States of America (USA) …

Crop identification based on multi-temporal active and passive remote sensing images

H Zhang, H Yuan, W Du, X Lyu - ISPRS International Journal of Geo …, 2022 - mdpi.com
Although vegetation index time series from optical images are widely used for crop mapping,
it remains difficult to obtain sufficient time-series data because of satellite revisit time and …

Detection and counting of meadow cuts by copernicus sentinel-2 imagery in the framework of the common agricultural policy (CAP)

F Sarvia, S De Petris… - European Journal of …, 2023 - Taylor & Francis
Greening is a subsidy provided by the Common Agricultural Policy (CAP), related to mowing
and designed to protect environment. National or regional paying agencies (PP) monitor …

[HTML][HTML] An improved fusion of Landsat-7/8, Sentinel-2, and Sentinel-1 data for monitoring alfalfa: Implications for crop remote sensing

J Chen, Z Zhang - International Journal of Applied Earth Observation and …, 2023 - Elsevier
Precision agriculture management with remote sensing big data provides a promising
solution to monitor crops. Alfalfa is an important forage crop for various livestock around the …

Generating surface soil moisture at the 30 m resolution in grape-growing areas based on stacked ensemble learning

S Tao, X Zhang, J Chen, Z Zhang, X Kang… - … Journal of Remote …, 2024 - Taylor & Francis
Accurate and timely monitoring of drought conditions in grape-producing regions is crucial
for achieving healthy growth of grapes. Current soil moisture (SM) products are primarily …

Evaluation of C and X-Band Synthetic Aperture Radar Derivatives for Tracking Crop Phenological Development

M Pasternak, K Pawłuszek-Filipiak - Remote Sensing, 2023 - mdpi.com
Due to the expanding population and the constantly changing climate, food production is
now considered a crucial concern. Although passive satellite remote sensing has already …

A Method for Estimating Alfalfa (Medicago sativa L.) Forage Yield Based on Remote Sensing Data

J Li, R Wang, M Zhang, X Wang, Y Yan, X Sun, D Xu - Agronomy, 2023 - mdpi.com
Alfalfa (Medicago sativa L.) is a widely planted perennial legume forage plant with excellent
quality and high yield. In production, it is very important to determine alfalfa growth dynamics …

The Extraction Method of Alfalfa (Medicago sativa L.) Mapping Using Different Remote Sensing Data Sources Based on Vegetation Growth Properties

R Wang, F Shi, D Xu - Land, 2022 - mdpi.com
Alfalfa (Medicago sativa L.) is one of the most widely planted forages due to its useful
characteristics. Although alfalfa spatial distribution is an important source of basic data …