Forecasting corn NDVI through AI-based approaches using sentinel 2 image time series

A Farbo, F Sarvia, S De Petris, V Basile… - ISPRS Journal of …, 2024 - Elsevier
Precision Agriculture (PA) has revolutionized crop management by leveraging information
technology, satellite positioning data, and remote sensing. One crucial component in PA …

Automated in-season rice crop mapping using Sentinel time-series data and Google Earth Engine: A case study in climate-risk prone Bangladesh

V Tiwari, MG Tulbure, J Caineta, MD Gaines… - Journal of …, 2024 - Elsevier
High-resolution mapping of rice fields is crucial for understanding and managing rice
cultivation in countries like Bangladesh, particularly in the face of climate change. Rice is a …

Reconstruction of seamless harmonized Landsat Sentinel-2 (HLS) time series via self-supervised learning

H Liu, HK Zhang, B Huang, L Yan, KK Tran… - Remote Sensing of …, 2024 - Elsevier
Abstract The Harmonized Landsat Sentinel-2 (HLS) data, harmonizing Landsat-8/9 and
Sentinel-2 imagery, offers frequent 30 m resolution multispectral observations but is often …

[HTML][HTML] ChinaRiceCalendar–seasonal crop calendars for early-, middle-, and late-season rice in China

H Li, X Wang, S Wang, J Liu, Y Liu, Z Liu… - Earth System …, 2024 - essd.copernicus.org
Long time series and large-scale rice calendar datasets provide valuable information for
agricultural planning and field management in rice-based cropping systems. However …

[HTML][HTML] Comparison of change-based and shape-based data fusion methods in fine-resolution land surface phenology monitoring with Landsat and Sentinel-2 data

C Wang, T He, DX Song, L Zhang, P Zhu… - Science of The Total …, 2024 - Elsevier
Fine-resolution land surface phenology (LSP) is urgently required for applications on
agriculture management and vegetation-climate interaction, especially over heterogeneous …

Constructing a eucalyptus identification model based on NDVI time-series remote sensing images

N Xu, D Cai, X Zhao - Catena, 2024 - Elsevier
Human-made forests play an essential role in ecosystems and are important sources for
societal development. The extensive planting of eucalyptus has been controversial because …

Recent Cereal Phenological Variations under Mediterranean Conditions

P Benito-Verdugo, Á González-Zamora… - Remote Sensing, 2024 - mdpi.com
Vegetation phenology dynamics are considered important biological indicators that reflect
the cyclical and seasonal responses of ecosystems to climate and hydrological regimes [1] …

[HTML][HTML] A Comprehensive Evaluation of Dual-Polarimetric Sentinel-1 SAR Data for Monitoring Key Phenological Stages of Winter Wheat

M Wang, L Wang, Y Guo, Y Cui, J Liu, L Chen, T Wang… - Remote Sensing, 2024 - mdpi.com
Large-scale crop phenology monitoring is critical for agronomic planning and yield
prediction applications. Synthetic Aperture Radar (SAR) remote sensing is well-suited for …