Image processing analysis of geospatial uav orthophotos for palm oil plantation monitoring

Unmanned Aerial Vehicle (UAV) is one of the tools that can be used to monitor palm oil plantation remotely. With the geospatial orthophotos, it is possible to identify which part of the plantation land is fertile for planted crops, means to grow perfectly.

Authors: F Fahmi, D Trianda, U Andayani and B Siregar
 
Published under licence by IOP Publishing Ltd
Journal of Physics: Conference Series, Volume 978, conference 1
 
Abstract
 
Unmanned Aerial Vehicle (UAV) is one of the tools that can be used to monitor palm oil plantation remotely. With the geospatial orthophotos, it is possible to identify which part of the plantation land is fertile for planted crops, means to grow perfectly. It is also possible furthermore to identify less fertile in terms of growth but not perfect, and also part of plantation field that is not growing at all. This information can be easily known quickly with the use of UAV photos. In this study, we utilized image processing algorithm to process the orthophotos for more accurate and faster analysis. The resulting orthophotos image were processed using Matlab including classification of fertile, infertile, and dead palm oil plants by using Gray Level Co-Occurrence Matrix (GLCM) method. The GLCM method was developed based on four direction parameters with specific degrees 0°, 45°, 90°, and 135°. From the results of research conducted with 30 image samples, it was found that the accuracy of the system can be reached by using the features extracted from the matrix as parameters Contras, Correlation, Energy, and Homogeneity.
 
Content from this work may be used under the terms of the Creative Commons Attribution 3.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.
 

Illustration Photo: Aerial footage of palm oil and the forest in Sentabai Village, West Kalimantan, Indonesia (credits: Nanang Sujana / CIFOR / Flickr Creative Commons Attribution-NonCommercial-NoDerivs 2.0 Generic (CC BY-NC-ND 2.0))

Read more

Comments

No comments to display.

Related posts

ESA's Call for Proposals: Space and Biotechnology

The European Space Agency’s “Space and Biotechnology” opportunity offers support and funding to companies looking to develop biotechnology services that can benefit from using space-based data or capabilities.
Application Deadline in a month

The Shell GameChanger™ Accelerator Powered by NREL Announces First Cohort of Start-Ups

Each participating startup will receive as much as $250,000 in non-dilutive funding to aid in development and demonstration of its technology, with the opportunity for future follow-on funding and beta-testing with a strategic program partner, in addition to access to expertise and laboratory capabilities at both NREL and Shell.

Agroforestry Standards for Regenerative Agriculture

Agroforestry is increasingly being recognized as a holistic food production system that can have numerous significant environmental, economic, and social benefits. This growing recognition is paralleled in the USA by the budding interest in regenerative agriculture and motivation to certify regenerative practices.

Call for applications: The LVMH Innovation Award

The LVMH Innovation Award is an annual celebration of innovation in accordance with the core values of the Group, stimulating creativity and excellence with inventive projects.
Application Deadline in 2 months

U.S. Call for applications: 2019 Stem Cell Research Awards

Win a research award valued up to $15,000 in Biological Industries USA (BI-USA) products and services. Multiple awards available. Application deadline is February 15, 2019 and Winners will be announced by March 31, 2019.
Application Deadline in 2 months

NASA and FAO launch next-generation geospatial tool

Collect Earth Online allows anyone to track land-use and landscape changes anywhere.

EU's Call for Proposals: Responsible sourcing of raw materials in global value chains

Actions should create a global business and stakeholder platform for exchange of information and the promotion of responsible sourcing and responsible business conduct involving a network of key international experts and stakeholders. The aim is to engage governmental and corporate partners from the EU/Associated Countries and third countries in developing a globally acceptable concept of a responsible sourcing in minerals and metals value chains.
Application Deadline in 2 months

The AFRO: First Pan-African Cryptocurrency dedicated to Growth and Development in Africa

Against the backdrop of numerous national currencies affecting trade and growth on the continent, the AFRO provides a reliable, safe and secure solution suited to Africa’s development challenges.

Intel Is Working on an Energy Efficient Bitcoin Mining System

Intel has obtained a bitcoin mining SHA-256 datapath patent that covers a processor and hardware accelerator. The United States Patent and Trademark Office awarded the patent.

EU Call for Proposals: Smart Cities and Communities

The COP21 Paris Agreement recognizes the role of cities and calls on them to rapidly reduce greenhouse gas emissions and adapting to climate change.
Application Deadline in 2 months
2 days ago