Advanced search
Publication Cover
International Journal of Remote Sensing Volume 38, 2017 - Issue 11
Submit an article Journal homepage
437
Views
34
CrossRef citations to date
0
Altmetric
Articles

Comparing six pixel-wise classifiers for tropical rural land cover mapping using four forms of fully polarimetric SAR data

Bambang H. TrisasongkoSchool of Physical, Environmental and Mathematical Sciences, UNSW Canberra, Canberra ACT, Australia;Department of Soil Science and Land Resource, Bogor Agricultural University, Bogor, IndonesiaCorrespondence[email protected]
View further author information
,
Dyah R. PanujuSchool of Physical, Environmental and Mathematical Sciences, UNSW Canberra, Canberra ACT, Australia;Department of Soil Science and Land Resource, Bogor Agricultural University, Bogor, IndonesiaView further author information
,
David J. PaullSchool of Physical, Environmental and Mathematical Sciences, UNSW Canberra, Canberra ACT, AustraliaView further author information
,
Xiuping JiaSchool of Engineering and Information Technology, UNSW Canberra, Canberra ACT, AustraliaView further author information
&
Amy L. GriffinSchool of Physical, Environmental and Mathematical Sciences, UNSW Canberra, Canberra ACT, AustraliaView further author information
Pages 3274-3293 | Received 08 Jul 2016, Accepted 27 Jan 2017, Published online: 21 Mar 2017

Citations (34)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (4)

Bambang H. Trisasongko & David J. Paull. (2020) L-band SAR for estimating aboveground biomass of rubber plantation in Java Island, Indonesia. Geocarto International 35:12, pages 1327-1342.
Read now
C. Sothe, C. M. De Almeida, M. B. Schimalski, L. E. C. La Rosa, J. D. B. Castro, R. Q. Feitosa, M. Dalponte, C. L. Lima, V. Liesenberg, G. T. Miyoshi & A. M. G. Tommaselli. (2020) Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and photogrammetric data. GIScience & Remote Sensing 57:3, pages 369-394.
Read now
Bambang H. Trisasongko & David Paull. (2020) A review of remote sensing applications in tropical forestry with a particular emphasis in the plantation sector. Geocarto International 35:3, pages 317-339.
Read now
Bambang H. Trisasongko, David J. Paull, Amy L. Griffin, Xiuping Jia & Dyah R. Panuju. (2019) On the relationship between the circumference of rubber trees and L-band waves. International Journal of Remote Sensing 40:16, pages 6395-6417.
Read now

Articles from other publishers (30)

Ramdhani, Bambang H. Trisasongko & Widiatmaka. (2024) Understanding deforestation in the tropics: post-classification detection using machine learning and probing its driving forces in Katingan, Indonesia. Asia-Pacific Journal of Regional Science.
Crossref
Bambang Hendro Trisasongko, Dyah Retno Panuju, Rizqi I’anatus Sholihah & Nur Etika Karyati. (2024) Estimating the girth distribution of rubber trees using support and relevance vector machines. Applied Geomatics.
Crossref
Destika Cahyana, Yiyi Sulaeman, Baba Barus, Darmawan & Budi Mulyanto. (2023) Improving digital soil mapping in Bogor, Indonesia using parent material information. Geoderma Regional 33, pages e00627.
Crossref
Ioannis Kotaridis & Maria Lazaridou. (2023) Integrating image segmentation in the delineation of burned areas on Sentinel-2 and Landsat 8 data. Remote Sensing Applications: Society and Environment 30, pages 100944.
Crossref
Bambang H. Trisasongko, Dyah R. Panuju, Zulyan Afif, Yephi Haptadi & Abdul R.M. Shariff. 2022. Advances in Remote Sensing for Forest Monitoring. Advances in Remote Sensing for Forest Monitoring 167 178 .
Ashley J. Rummell, Javier X. Leon, Hayden P. Borland, Brittany B. Elliott, Ben L. Gilby, Christopher J. Henderson & Andrew D. Olds. (2022) Watching the Saltmarsh Grow: A High-Resolution Remote Sensing Approach to Quantify the Effects of Wetland Restoration. Remote Sensing 14:18, pages 4559.
Crossref
Jennifer Killeen, Luan Jaupi & Brian Barrett. (2022) Impact assessment of humanitarian demining using object-based peri-urban land cover classification and morphological building detection from VHR Worldview imagery. Remote Sensing Applications: Society and Environment 27, pages 100766.
Crossref
Nguyen-Thanh Son, Chi-Farn Chen, Cheng-Ru Chen, Youg-Sin Cheng, Piero Toscano, Chein-Hui Syu, Horng-Yuh Guo, Shu-Ling Chen, Tsang-Sen Liu, Yi-Ting Zhang, Huan-Sheng Lin, Shih-Hsiang Chen & Miguel Valdez. (2022) Exploiting Sentinel-1 data and machine learning–based random forest for collectively mapping rice fields in Taiwan. Applied Geomatics 14:2, pages 405-419.
Crossref
Bambang H. Trisasongko, Dyah R. Panuju, Amy L. Griffin & David J. Paull. (2022) Fully Polarimetric L-Band Synthetic Aperture Radar for the Estimation of Tree Girth as a Representative of Stand Productivity in Rubber Plantations. Geographies 2:2, pages 173-185.
Crossref
R D Handrian, B H Trisasongko & D R Panuju. (2022) Discriminating the Severity of Basal Stem Rot Disease in Oil Palm (Elaeis guineensis Jacq.) Plantation Using Sentinel-2. IOP Conference Series: Earth and Environmental Science 950:1, pages 012043.
Crossref
Daniel Platt, Reza Azmi, Ahimsa Campos-Arceiz, Michelle Li Ern Ang, Darrel Tiang, Badrul Azhar, Hoong Chen Teo, Simon Jones & Alex M. Lechner. 2022. Concepts and Applications of Remote Sensing in Forestry. Concepts and Applications of Remote Sensing in Forestry 237 274 .
Dyah R. Panuju, Haerani, Armando Apan, Amy L. Griffin, David J. Paull & Bambang Hendro Trisasongko. 2022. Agriculture, Livestock Production and Aquaculture. Agriculture, Livestock Production and Aquaculture 131 146 .
Svetlana Illarionova, Alexey Trekin, Vladimir Ignatiev & Ivan Oseledets. (2021) Tree Species Mapping on Sentinel-2 Satellite Imagery with Weakly Supervised Classification and Object-Wise Sampling. Forests 12:10, pages 1413.
Crossref
Susana I. Hinojosa-Espinoza, José L. Gallardo-Salazar, Félix J. C. Hinojosa-Espinoza & Anulfo Meléndez-Soto. (2021) Evaluación de parámetros de segmentación en OBIA para la clasificación de coberturas del suelo a partir de imágenes VANT. Revista de Teledetección:58, pages 89.
Crossref
Martina Deur, Mateo Gašparović & Ivan Balenović. (2021) An Evaluation of Pixel- and Object-Based Tree Species Classification in Mixed Deciduous Forests Using Pansharpened Very High Spatial Resolution Satellite Imagery. Remote Sensing 13:10, pages 1868.
Crossref
Lei Su & Linhan Fu. (2020) Regional land planning based on BPNN and space mining technology. Neural Computing and Applications 33:10, pages 5241-5255.
Crossref
Bambang H. Trisasongko. 2021. Advances in Remote Sensing for Natural Resource Monitoring. Advances in Remote Sensing for Natural Resource Monitoring 43 57 .
Marco Ottinger & Claudia Kuenzer. (2020) Spaceborne L-Band Synthetic Aperture Radar Data for Geoscientific Analyses in Coastal Land Applications: A Review. Remote Sensing 12:14, pages 2228.
Crossref
Dyah R. Panuju, David J. Paull & Amy L. Griffin. (2020) Change Detection Techniques Based on Multispectral Images for Investigating Land Cover Dynamics. Remote Sensing 12:11, pages 1781.
Crossref
B H Trisasongko, D R Panuju & L O S Iman. (2020) Estimating tree age of rubber stands using spaceborne L-band synthetic aperture radar. IOP Conference Series: Earth and Environmental Science 418, pages 012079.
Crossref
Qiang Yin, Jianda Cheng, Fan Zhang, Yongsheng Zhou, Luyi Shao & Wen Hong. (2020) Interpretable POLSAR Image Classification Based on Adaptive-Dimension Feature Space Decision Tree. IEEE Access 8, pages 173826-173837.
Crossref
Khanh Duc Ngo, Alex M. Lechner & Tuong Thuy Vu. (2020) Land cover mapping of the Mekong Delta to support natural resource management with multi-temporal Sentinel-1A synthetic aperture radar imagery. Remote Sensing Applications: Society and Environment 17, pages 100272.
Crossref
Jianda Cheng, Qiang Yin & Wen Hong. (2019) Classification Capability Analysis of Polarimetric Features Obtained by Decision Tree. Classification Capability Analysis of Polarimetric Features Obtained by Decision Tree.
Ming Wang, Zhengjia Liu, Muhammad Hasan Ali Baig, Yongsheng Wang, Yurui Li & Yuanyan Chen. (2019) Mapping sugarcane in complex landscapes by integrating multi-temporal Sentinel-2 images and machine learning algorithms. Land Use Policy 88, pages 104190.
Crossref
Minerva Singh, Damian Evans, Jean-Baptiste Chevance, Boun Suy Tan, Nicholas Wiggins, Leaksmy Kong & Sakada Sakhoeun. (2019) Evaluating remote sensing datasets and machine learning algorithms for mapping plantations and successional forests in Phnom Kulen National Park of Cambodia. PeerJ 7, pages e7841.
Crossref
Helena S. K. Pinheiro, Theresa P. R. Barbosa, Mauro A. H. Antunes, Daniel Costa de Carvalho, Alexis R. Nummer, Waldir de Carvalho Junior, Cesar da Silva Chagas, Elpídio I. Fernandes-Filho & Marcos Gervasio Pereira. (2019) Assessment of Phytoecological Variability by Red-Edge Spectral Indices and Soil-Landscape Relationships. Remote Sensing 11:20, pages 2448.
Crossref
Giandomenico De Luca, João M. N. Silva, Sofia Cerasoli, João Araújo, José Campos, Salvatore Di Fazio & Giuseppe Modica. (2019) Object-Based Land Cover Classification of Cork Oak Woodlands using UAV Imagery and Orfeo ToolBox. Remote Sensing 11:10, pages 1238.
Crossref
Dyah R. Panuju, David J. Paull & Bambang H. Trisasongko. (2019) Combining Binary and Post-Classification Change Analysis of Augmented ALOS Backscatter for Identifying Subtle Land Cover Changes. Remote Sensing 11:1, pages 100.
Crossref
Bambang H. Trisasongko. 2019. Applications and Challenges of Geospatial Technology. Applications and Challenges of Geospatial Technology 241 255 .
Kiran Dasari & Anjaneyulu Lokam. (2018) Exploring the Capability of Compact Polarimetry (Hybrid Pol) C Band RISAT-1 Data for Land Cover Classification. IEEE Access 6, pages 57981-57993.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.