The role of remote sensing in olive growing farm management: a research outlook from 2000 to the present in the framework of precision agriculture applications

G Messina, G Modica - Remote Sensing, 2022 - mdpi.com
Given the importance of olive growing, especially in Mediterranean countries, it is crucial
that there is a constant process of modernization aimed at both environmental sustainability …

Advancements in Remote Sensing Imagery Applications for Precision Management in Olive Growing: A Systematic Review

P Marques, L Pádua, JJ Sousa, A Fernandes-Silva - Remote Sensing, 2024 - mdpi.com
This systematic review explores the role of remote sensing technology in addressing the
requirements of sustainable olive growing, set against the backdrop of growing global food …

A Large‐Scale Dataset and Deep Learning Model for Detecting and Counting Olive Trees in Satellite Imagery

A Abozeid, R Alanazi, A Elhadad… - Computational …, 2022 - Wiley Online Library
Since the Pre‐Roman era, olive trees have a significant economic and cultural value. In
2019, the Al‐Jouf region, in the north of the Kingdom of Saudi Arabia, gained a global …

Assessment of vineyard canopy characteristics from vigour maps obtained using UAV and satellite imagery

J Campos, F García-Ruíz, E Gil - Sensors, 2021 - mdpi.com
Canopy characterisation is a key factor for the success and efficiency of the pesticide
application process in vineyards. Canopy measurements to determine the optimal volume …

Automatic detection and counting of oil palm trees using remote sensing and object-based deep learning

YC Putra, AW Wijayanto - Remote Sensing Applications: Society and …, 2023 - Elsevier
Palm oil is one of the world's highest vegetable oil producers. Providing accurate oil palm
plantation statistics is essential to supporting effective and efficient decision-making …

Seeing the forest for the trees: Mapping cover and counting trees from aerial images of a mangrove forest using artificial intelligence

D Schürholz, GA Castellanos-Galindo, E Casella… - Remote Sensing, 2023 - mdpi.com
Mangrove forests provide valuable ecosystem services to coastal communities across
tropical and subtropical regions. Current anthropogenic stressors threaten these ecosystems …

Oil palm trees detection and counting on Microsoft Bing Maps Very High Resolution (VHR) satellite imagery and Unmanned Aerial Vehicles (UAV) data using image …

YC Putra, AW Wijayanto, GA Chulafak - Ecological Informatics, 2022 - Elsevier
Palm oil is one of the highest producing vegetable oil crops globally, with production
increasing rapidly over the last 40 years from 5 million tonnes in 1980 to 74.5 million tonnes …

Spatio-Temporal Assessment of Olive Orchard Intensification in the Saïss Plain (Morocco) Using k-Means and High-Resolution Satellite Data

R Navarro, L Wirkus, O Dubovyk - Remote Sensing, 2022 - mdpi.com
Olive orchard intensification has transformed an originally drought-resilient tree crop into a
competing water user in semi-arid regions. In our study, we used remote sensing to evaluate …

Twenty years of remote sensing applications targeting landscape analysis and environmental issues in olive growing: A review

G Messina, G Modica - Remote Sensing, 2022 - mdpi.com
The olive (Olea europaea L.) is an iconic tree linked to the birth of some of the most ancient
civilizations and one of the most important cultivated tree species in the Mediterranean …

Toward large-scale mapping of tree crops with high-resolution satellite imagery and deep learning algorithms: A case study of olive orchards in Morocco

C Lin, Z Jin, D Mulla, R Ghosh, K Guan, V Kumar… - Remote Sensing, 2021 - mdpi.com
Timely and accurate monitoring of tree crop extent and productivities are necessary for
informing policy-making and investments. However, except for a very few tree species (eg …