Estimating aboveground biomass of a mangrove plantation on the Northern coast of Vietnam using machine learning techniques with an integration of ALOS-2 PALSAR-2 and Sentinel-2A data

International Journal of Remote Sensing - Tập 39 Số 22 - Trang 7761-7788 - 2018
Tien Dat Pham1,2, Kunihiko Yoshino3, Nga Nhu Le4, Dieu Tien Bui5
1Center for Agricultural Research and Ecological Studies (CARES), Vietnam National University of Agriculture, Hanoi, Vietnam
2Graduate School of Systems and Information Engineering, The University of Tsukuba, Ibaraki, Japan
3Department of Biological and Environmental Engineering, Faculty of Agriculture, The University of Tokyo, Tokyo, Japan
4Department of Marine Mechanics and Environment, Institute of Mechanics, Vietnam Academy of Science and Technology (VAST), Ba Dinh, Vietnam
5Geographic Information System Group, Department of Business and IT, University College of Southeast Norway, Bø i Telemark, Norway

Tóm tắt

Từ khóa


Tài liệu tham khảo

10.1016/j.marpol.2016.01.011

10.3390/rs71215841

10.1017/S0376892902000231

10.4155/cmt.12.20

10.3354/meps194087

10.1016/j.rse.2007.09.009

10.1016/j.rse.2016.04.026

10.1029/2004GL019782

10.1080/02757259509532298

10.1016/0034-4257(91)90009-U

10.1007/s10668-004-6001-z

10.1890/13-0640.1

10.1023/a:1010933404324

10.1155/2012/974638

10.1016/j.rse.2014.04.003

10.5194/gmd-7-1247-2014

10.1007/s00442-005-0100-x

10.1109/72.392252

10.1016/0378-1127(89)90034-0

10.1071/BT96075

10.1016/j.isprsjprs.2008.04.002

10.1126/science.1118387

Dat, P. T., and K. Yoshino. 2011. “Monitoring Mangrove Forest Using Multi-Temporal Satellite Data in the Northern Coast of Vietnam.” Paper presented at the The 32nd Asian Conference on Remote Sensing, Taipei, Taiwan, October 3-7.

10.1016/j.proenv.2013.02.018

de Leeuw M. R., 2009, Anais XIV Simpósio Brasileiro De Sensoriamento Remoto, 7299

10.1038/ngeo1123

10.1016/j.rse.2011.11.026

10.3390/s140815348

10.1126/science.317.5834.41b

10.1007/s00468-001-0133-7

10.1016/S0034-4257(03)00039-7

Fourqurean J. W., 2014, Field Sampling of Vegetative Carbon Pools in Coastal Ecosystems

10.3390/s8042104

Goh J., 2014, Asian Journal of Geoinformatics, 13

10.1016/j.ocecoaman.2012.04.020

10.1016/j.rse.2003.12.013

10.1145/1656274.1656278

10.1016/j.rse.2014.04.029

10.3390/rs3112440

10.1177/0309133310385371

10.1007/s10310-013-0402-5

10.1016/j.asoc.2016.04.031

10.1007/978-3-319-17738-0_13

Hong P. N., 1993, IUCN, 173

Hong, P. N., H. T. San, and P. T. A. Dao. 1998. “The Role of Mangrove Ecosystem in the Environment and the Life of People in Coastal Mangrove Areas.” Paper presented at the Proceedings of the national workshop on”Socio-economic status of women in coastal mangrove areas - Trends to improve their lives and environment”, Hanoi, 31 October-4 November 1997.

10.1109/LGRS.2009.2014398

10.1016/S0034-4257(02)00096-2

10.1016/0034-4257(88)90106-X

10.1016/j.apgeog.2013.09.024

JAXA, 2014, Japan Aerospace Exploration Agency, 233

10.1016/j.rse.2008.06.006

10.2307/2845938

10.3390/rs71114360

10.1007/s11273-015-9453-z

10.1002/2017JG003775

10.1016/j.aquabot.2007.12.006

10.1017/S0266467405002476

10.1046/j.1440-1703.2002.00500.x

10.1016/j.isprsjprs.2014.01.001

10.1007/s10584-004-3155-5

10.1006/ecss.1996.0076

10.1080/07038992.2016.1217485

10.1080/01431160500486732

10.1016/j.foreco.2004.03.048

10.1080/17538947.2014.990526

10.1109/JSTARS.2010.2086436

10.1002/aqc.833

10.1016/j.ecolind.2016.10.001

10.5194/isprsarchives-XLI-B8-705-2016

10.1117/1.JRS.8.083638

10.1023/a:1009928003700

10.1023/a:1009928003700

Moore A. W., 2001, School of Computer Science Carneigie Mellon University

10.1016/j.isprsjprs.2010.11.001

10.1080/01431160310001654923

10.1007/s11273-015-9479-2

10.1007/s11852-010-0126-z

10.1016/j.isprsjprs.2006.09.004

10.3759/tropics.14.21

10.1109/JSTARS.2014.2360691

10.1023/a:1003807330375

10.1007/s11676-010-0100-5

Pedregosa F., 2011, Journal of Machine Learning Research, 12, 2825

10.1371/journal.pone.0043542

10.1016/j.eswa.2011.09.083

10.1007/s10706-016-9990-0

10.1016/j.isprsjprs.2017.03.013

10.1007/s12665-018-7373-y

Pham, T. D., and K. Yoshino. 2015. “Mangrove Mapping and Change Detection Using Multi-Temporal Landsat Imagery in Hai Phong City, Vietnam.” Paper presented at the International Symposium on Cartography in Internet and Ubiquitous Environments 2015, University of Tokyo, Japan, March 17-19.

10.1117/1.JRS.11.026010

10.1080/15481603.2016.1269869

10.1007/978-3-319-68240-2_7

Phan N. H., 2007, Annual Report of FY 2006, the Core University Program between Japan Society for the Promotion of Science (JSPS) and Vietnamese Academy of Science and Technology (VAST), 147

10.1016/j.rse.2009.12.018

10.1016/S0034-4257(99)00064-4

10.1016/0034-4257(94)90134-1

10.1073/pnas.1510272113

10.1080/10106049209354353

10.1080/01431161.2011.641511

10.1023/A:1008411103288

Rouse J_W., 1974, Monitoring Vegetation Systems in the Great Plains with ERTS

10.1109/78.650102

10.5424/fs/2013223-03874

10.1109/TGRS.2009.2023909

10.1007/s12665-013-2628-0

Smola A., 1997, Advances in Neural Information Processing Systems, 9, 155

10.1023/b:stco.0000035301.49549.88

10.1016/j.rse.2015.12.002

Tamai S., 1986, Journal of the Japanese Forestry Society, 68, 384

10.1080/01431161.2014.967888

10.1007/s10346-015-0557-6

10.1117/12.977261

10.3759/tropics.24

10.5194/bg-11-3781-2014

Tuan L. X., 2003, Environmental Informatics Archives, 1, 38

10.1016/0034-4257(79)90013-0

10.3390/rs10020172

10.1002/met.1533

Vapnik V., 2013, The Nature of Statistical Learning Theory

10.1016/j.ecolmodel.2011.11.027

10.2322/tastj.12.Pn_23

10.14358/PERS.74.7.921

10.1016/0034-4257(95)00140-9

10.1016/j.ecolind.2014.12.028

10.1080/01431161.2017.1283072

10.1080/01431161.2015.1117679

10.1117/1.JRS.10.035010

10.1007/s11676-017-0404-9

10.3390/rs8060469

10.1016/j.jag.2016.08.007

10.1016/j.rse.2004.08.008

10.3390/rs70912192

Thông tin
Thông tin xuất bản

International Journal of Remote Sensing

Tập 39 Số 22

7761-7788

Thông tin tác giả