Document detail
ID

oai:arXiv.org:2405.16926

Topic
Computer Science - Computers and S... 68T07 I.2.6 I.5.1
Author
Chaya, Veasna Poortinga, Ate Nimol, Keo Sokleap, Se Sophorn, Mon Chhin, Phy McMahon, Andrea Nicolau, Andrea Puzzi Tenneson, Karis Saah, David
Category

Computer Science

Year

2024

listing date

5/29/2024

Keywords
data cashew cambodia
Metrics

Abstract

Cambodia's agricultural landscape is rapidly transforming, particularly in the cashew sector.

Despite the country's rapid emergence and ambition to become the largest cashew producer, comprehensive data on plantation areas and the environmental impacts of this expansion are lacking.

This study addresses the gap in detailed land use data for cashew plantations in Cambodia and assesses the implications of agricultural advancements.

We collected over 80,000 training polygons across Cambodia to train a convolutional neural network using high-resolution optical and SAR satellite data for precise cashew plantation mapping.

Our findings indicate that Cambodia ranks among the top five in terms of cultivated area and the top three in global cashew production, driven by high yields.

Significant cultivated areas are located in Kampong Thom, Kratie, and Ratanak Kiri provinces.

Balancing rapid agricultural expansion with environmental stewardship, particularly forest conservation, is crucial.

Cambodia's cashew production is poised for further growth, driven by high-yielding trees and premium nuts.

However, sustainable expansion requires integrating agricultural practices with economic and environmental strategies to enhance local value and protect forested areas.

Advanced mapping technologies offer comprehensive tools to support these objectives and ensure the sustainable development of Cambodia's cashew industry.

;Comment: 13 pages, 5 figures, 4 tables

Chaya, Veasna,Poortinga, Ate,Nimol, Keo,Sokleap, Se,Sophorn, Mon,Chhin, Phy,McMahon, Andrea,Nicolau, Andrea Puzzi,Tenneson, Karis,Saah, David, 2024, Is Cambodia the World's Largest Cashew Producer?

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