TERRASAR-X AND RADARSAT-2 FOR CROP CLASSIFICATION AND ACREAGE ESTIMATION

被引：16

作者：

McNairn, H. ^{[1
]}

Shang, J. ^{[1
]}

Champagne, C. ^{[1
]}

Jiao, X. ^{[1
]}

机构：

[1] Agr & Agri Food Canada, Ottawa, ON K1A 0C6, Canada

来源：

2009 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-5 | 2009年

关键词：

TerraSAR-X; RADARSAT-2; crop classification;

D O I：

10.1109/IGARSS.2009.5418243

中图分类号：

P [天文学、地球科学];

学科分类号：

07 ;

摘要：

This research outlines a preliminary assessment of the use of TerraSAR-X data for classifying agricultural crop land in Canada. X-Band data were able to identify crops (pasture-forage, soybeans, corn and wheat) to accuracies of 95% once a post-classification filter was applied. These accuracies were achieved using six TerraSAR-X images from 2008 and a decision-tree classification algorithm. Acquisitions began only mid-season and consequently a second full season TerraSAR-X data set is being collected in 2009. C-Band classification accuracies were about 10% lower in comparison These results clearly demonstrate the potential of X-Band data for crop identification.

引用

页码：1149 / 1152

页数：4

共 50 条

[21] THE USE OF HIGH-RESOLUTION RADARSAT-2 AND TERRASAR-X IMAGERY TO MONITOR DRY-FALLEN INTERTIDAL FLATS
Gade, Martin
Melchionna, Sabrina
2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2014, : 1218 - 1221
[22] Mineral Oil Slicks Identification Using Dual Co-polarized Radarsat-2 and TerraSAR-X SAR Imagery
Ivonin, Dmitry
Brekke, Camilla
Skrunes, Stine
Ivanov, Andrei
Kozhelupova, Nataliya
REMOTE SENSING, 2020, 12 (07)
[23] TOPOGRAPHIC ESTIMATION BY TERRASAR-X
Sefercik, U. G.
Soergel, U.
100 YEARS ISPRS ADVANCING REMOTE SENSING SCIENCE, PT 2, 2010, 38 : 504 - 510
[24] COMPARING RADARSAT 2 AND TERRASAR-X QUAD-POL SAR IMAGERY OF GRASSLANDS
Buckley, Joseph R.
Smith, Anne M.
2011 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2011, : 3676 - 3679
[25] A comparison of TerraSAR-X, RADARSAT-2 and ALOS-PALSAR interferometry for monitoring permafrost environments, case study from Herschel Island, Canada
Short, Naomi
Brisco, Brian
Couture, Nicole
Pollard, Wayne
Murnaghan, Kevin
Budkewitsch, Paul
REMOTE SENSING OF ENVIRONMENT, 2011, 115 (12) : 3491 - 3506
[26] SYNERGETIC USE OF TERRASAR-X AND RADARSAT-2 TIME SERIES DATA FOR IDENTIFICATION AND CHARACTERIZATION OF GRASSLAND TYPES - A CASE STUDY IN SOUTHERN BAVARIA, GERMANY
Metz, Annekatrin
Schmitt, Andreas
Esch, Thomas
Reinartz, Peter
Klonus, Sascha
Ehlers, Manfred
2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 3560 - 3563
[27] Attributes estimation of bridge with TerraSAR-X imagery
Zhang, Shaoming
Yu, Sheng
Wang, Jianmei
Feng, Tiantian
Tongji Daxue Xuebao/Journal of Tongji University, 2014, 42 (04): : 611 - 617
[28] DETECTING AND TRACKING SMALL SCALE EDDIES IN THE BLACK SEA AND THE BALTIC SEA USING HIGH-RESOLUTION RADARSAT-2 AND TERRASAR-X IMAGERY (DTEDDIE)
Dreschler-Fischer, Leonie
Lavrova, Olga
Seppke, Benjamin
Gade, Martin
Bocharova, Tatiana
Serebryany, Andrey
Bestmann, Oliver
2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2014, : 1214 - 1217
[29] ESTABLISHING CROP PRODUCTIVITY USING RADARSAT-2
McNairn, H.
Shang, J.
Jiao, X.
Deschamps, B.
XXII ISPRS CONGRESS, TECHNICAL COMMISSION VIII, 2012, 39-B8 : 283 - 287
[30] DSMS GENERATION FROM COSMO-SKYMED, RADARSAT-2 AND TERRASAR-X IMAGERY ON BEAUPORT (CANADA) TEST SITE: EVALUATION AND COMPARISON OF DIFFERENT RADARGRAMMETRIC APPROACHES
Capaldo, P.
Crespi, M.
Fratarcangeli, F.
Nascetti, A.
Pieralice, F.
Porfiri, M.
Toutin, T.
ISPRS HANNOVER WORKSHOP 2013, 2013, 40-1 (W-1): : 41 - 46

← 1 2 3 4 5 →