Estimating and monitoring land surface phenology in rangelands: A review of progress and challenges

TN Matongera, O Mutanga, M Sibanda, J Odindi - Remote Sensing, 2021 - mdpi.com
Land surface phenology (LSP) has been extensively explored from global archives of
satellite observations to track and monitor the seasonality of rangeland ecosystems in …

[HTML][HTML] Fusion of Sentinel-2 and PlanetScope time-series data into daily 3 m surface reflectance and wheat LAI monitoring

Y Sadeh, X Zhu, D Dunkerley, JP Walker… - International Journal of …, 2021 - Elsevier
Abstract The dynamics of Leaf Area Index (LAI) from space is key to identify crop types and
their phenology over large areas, and to characterize spatial variations within growers' …

[PDF][PDF] Planetscope nanosatellites image classification using machine learning.

MA Haq - Computer Systems Science & Engineering, 2022 - researchgate.net
To adopt sustainable crop practices in changing climate, understanding the climatic
parameters and water requirements with vegetation is crucial on a spatiotemporal scale. The …

Crop type and land cover mapping in northern Malawi using the integration of sentinel-1, sentinel-2, and planetscope satellite data

D Kpienbaareh, X Sun, J Wang, I Luginaah… - Remote Sensing, 2021 - mdpi.com
Mapping crop types and land cover in smallholder farming systems in sub-Saharan Africa
remains a challenge due to data costs, high cloud cover, and poor temporal resolution of …

Artificial intelligence to advance Earth observation: a perspective

D Tuia, K Schindler, B Demir, G Camps-Valls… - arXiv preprint arXiv …, 2023 - arxiv.org
Earth observation (EO) is a prime instrument for monitoring land and ocean processes,
studying the dynamics at work, and taking the pulse of our planet. This article gives a bird's …

Agricultural growth and land use land cover change in peri-urban India

SK Patel, P Verma, G Shankar Singh - Environmental monitoring and …, 2019 - Springer
Varanasi district is comprised of eight administrative blocks. Owing to economic
development, it has shown an increase in urban activities. Analysis of remotely sensed data …

PlanetScope contributions compared to Sentinel-2, and Landsat-8 for LULC mapping

S Acharki - Remote Sensing Applications: Society and …, 2022 - Elsevier
Up-to-date and accurate land use and land cover (LULC) maps are vital for monitoring
various environmental and natural resources management. In this study, we evaluate …

Land cover classification of complex agroecosystems in the non-protected highlands of the Galapagos Islands

FJ Laso, FL Benítez, G Rivas-Torres, C Sampedro… - Remote sensing, 2019 - mdpi.com
The humid highlands of the Galapagos are the islands' most biologically productive regions
and a key habitat for endemic animal and plant species. These areas are crucial for the …

[HTML][HTML] Soybean seed composition prediction from standing crops using PlanetScope satellite imagery and machine learning

S Sarkar, V Sagan, S Bhadra, K Rhodes… - ISPRS Journal of …, 2023 - Elsevier
Soybean is a pivotal agricultural commodity around the world, primarily because of its high
seed protein and oil concentration. Therefore, farmers, breeders and end-users are highly …

Spatial and temporal pasture biomass estimation integrating electronic plate meter, planet cubesats and sentinel-2 satellite data

J Gargiulo, C Clark, N Lyons, G de Veyrac, P Beale… - Remote Sensing, 2020 - mdpi.com
There is a substantial opportunity to lift feed utilization and profitability on pasture-based
dairy systems through both increased pasture monitoring accuracy and frequency. The first …