Deep learning approach for Sentinel-1 surface water map** leveraging Google Earth Engine

T Mayer, A Poortinga, B Bhandari, AP Nicolau… - ISPRS Open Journal of …, 2021 - Elsevier
Satellite remote sensing plays an important role in map** the location and extent of
surface water. A variety of approaches are available for map** surface water, but deep …

Identification of Paddy Croplands and Its Stages Using Remote Sensors: A Systematic Review

M Fernández-Urrutia, M Arbelo, A Gil - Sensors, 2023 - mdpi.com
Rice is a staple food that feeds nearly half of the world's population. With the population of
our planet expected to keep growing, it is crucial to carry out accurate map**, monitoring …

Rapid rice yield estimation using integrated remote sensing and meteorological data and machine learning

MD Islam, L Di, FM Qamer, S Shrestha, L Guo, L Lin… - Remote Sensing, 2023 - mdpi.com
This study developed a rapid rice yield estimation workflow and customized yield prediction
model by integrating remote sensing and meteorological data with machine learning (ML) …

Northern Wild Rice (Zizania palustris L.) breeding, genetics, and conservation

L McGilp, C Castell‐Miller, M Haas, R Millas… - Crop …, 2023 - Wiley Online Library
Abstract Cultivated Northern Wild Rice (NWR; Zizania palustris L.) is a high‐value, small
commodity crop grown in irrigated paddies, primarily in Minnesota and California …

Employing the agricultural classification and estimation service (ACES) for map** smallholder rice farms in Bhutan

T Mayer, B Bhandari, FG Martínez, K Walker… - Frontiers in …, 2023 - frontiersin.org
Creating annual crop type maps for enabling improved food security decision making has
remained a challenge in Bhutan. This is in part due to the level of effort required for data …

[HTML][HTML] Comparing Deep Learning models for map** rice cultivation area in Bhutan using high-resolution satellite imagery

B Bhandari, T Mayer - ISPRS Open Journal of Photogrammetry and Remote …, 2025 - Elsevier
Crop type and crop extent are critical information that helps policymakers make informed
decisions on food security. As the economic growth of Bhutan has increased at an annual …

Rice phenology monitoring via ensemble classification for an extremely imbalanced multiclass dataset of hybrid remote sensing

Y Kurniawati, H Wijayanto, A Kurnia… - … Applications: Society and …, 2024 - Elsevier
This research provides a new approach for monitoring crops, especially rice planting, using
hybrid remote sensing by aligning direct observations via Area Sampling Frame (ASF) …

Comparing Deep Learning Models for Rice Map** in Bhutan Using High Resolution Satellite Imagery

B Bhandari, T Mayer - arxiv preprint arxiv:2406.07482, 2024 - arxiv.org
The Bhutanese government is increasing its utilization of technological approaches such as
including Remote Sensing-based knowledge in their decision-making process. This study …

Genetic Analysis of Wild and Cultivated Populations of Northern Wild Rice (Zizania palustris L.) Reveal New Insights into Gene Flow and Domestication

MW Haas, L McGilp, M Shao, R Millas, C Castel-Miller… - bioRxiv, 2022 - biorxiv.org
Abstract Northern Wild Rice (NWR; Zizania palustris L.) is an aquatic annual grass with
significant ecological, cultural, and economic importance to the Great Lakes region of the …

[PDF][PDF] Extracting Lotus Fields Using the Spectral Characteristics of GF-1 Satellite Data.

D Zha, H Cai, X Zhang, Q He, L Chen, C Qiu… - Phyton (0031 …, 2022 - cdn.techscience.cn
ABSTRACT The lotus (Nelumbo nucifera Gaertn.) is an aquatic plant that grows in shallow
water and has long been cultivated in South China. It can improve the incomes of farmers …