ABSTRACT

A volume in the Remote Sensing Handbook series, Remotely Sensed Data Characterization, Classification, and Accuracies documents the scientific and methodological advances that have taken place during the last 50 years. The other two volumes in the series are Land Resources Monitoring, Modeling, and Mapping with Remote Sensing, and Remote Sensing of

part |2 pages

Part I: Satellites and Sensors from Different Eras and Their Characteristics

chapter 1|56 pages

Remote Sensing Systems—Platforms and Sensors: Aerial, Satellite, UAV, Optical, Radar, and LiDAR

BySudhanshu S. Panda, Mahesh N. Rao, Prasad S. ‚enkabail, and James E. Fitzerald

part |2 pages

Part II: Fundamentals of Remote Sensing: Evolution, State of the Art, and Future Possibilities

chapter 2|24 pages

Fundamentals of Remote Sensing for Terrestrial Applications: Evolution, Current State of the Art, and Future Possibilities

ByNatascha Oppelt, Rolf Scheiber, Peter Gege, Martin Wegmann, Hannes Taubenboeck, Michael Berger

part |2 pages

Part III: Remote Sensing Data Normalization, Harmonization, and Intersensor Calibration

chapter 5|10 pages

Remote Sensing Data Normalization

ByRudiger Gens, Jordi Cristóbal Rosselló

part |2 pages

Part IV: Vegetation Index Standardization and Cross-Calibration of Data from Multiple Sensors

chapter 7|20 pages

Inter- and Intrasensor Spectral Compatibility and Calibration of the Enhanced Vegetation Indices

ByTomoaki Miura, Kenta Obata, Javzandulam T. Azuma, Alfredo Huete, Hiroki Yoshioka

chapter 8|20 pages

Toward Standardization of Vegetation Indices

ByMichael D. Steven, Timothy J. Malthus, Frédéric Baret

part |2 pages

Part V: Image Processing Methods and Approaches

chapter 9|22 pages

Digital Image Processing: A Review of the Fundamental Methods and Techniques

BySunil Narumalani, Paul Merani

chapter 10|12 pages

Urban Image Classification: Per-Pixel Classifiers, Subpixel Analysis, Object-Based Image Analysis, and Geospatial Methods

BySoe W. Myint, Victor Mesev, Dale A. Quattrochi, Elizabeth A. Wentz

chapter 11|16 pages

Image Classification Methods in Land Cover and Land Use

ByMutlu Özdoğan

chapter 12|12 pages

Hyperspectral Image Processing: Methods and Approaches

ByJun Li, Antonio Plaza

chapter 13|18 pages

Thermal Infrared Remote Sensing: Principles and Theoretical Background

ByClaudia Kuenzer, Jianzhong Zhang, Stefan Dech

chapter 14|18 pages

Object-Based Image Analysis: Evolution, History, State of the Art, and Future Vision

By‚omas Blaschke, Maggi Kelly, and Helena Merschdorf

chapter 15|22 pages

Geospatial Data Integration in OBIA: Implications of Accuracy and Validity

ByStefan Lang, Dirk Tiede

chapter 16|26 pages

Image Segmentation Algorithms for Land Categorization

ByJames C. Tilton, Selim Aksoy, Yuliya Tarabalka

chapter 17|32 pages

LiDAR Data Processing and Applications

ByShih-Hong Chio, Tzu-Yi Chuang, Pai-Hui Hsu, Jen-Jer Jaw, Shih-Yuan Lin, Yu-Ching Lin, Tee-Ann Teo, Fuan Tsai, Yi-Hsing Tseng, Cheng-Kai Wang, Chi-Kuei Wang, Miao Wang, Ming-Der Yang

part |2 pages

Part VI: Change Detection

chapter 18|22 pages

Change Detection Techniques Using Multisensor Data

ByDaniela Anjos, Dengsheng Lu, Luciano Dutra, and Sidnei Sant’Anna

part |2 pages

Part VII: Integrating Geographic Information Systems (GIS) and Remote Sensing in Spatial Modeling Framework for Decision Support

chapter 19|22 pages

Geoprocessing, Workf lows, and Provenance

ByJason A. Tullis, Jackson D. Cothren, David P. Lanter, Xuan Shi, W. Fredrick Limp, Rachel F. Linck, Sean G. Young, Tareefa S. Alsumaiti

chapter 20|22 pages

Toward Democratization of Geographic Information: GIS, Remote Sensing, and GNSS Applications in Everyday Life

ByGaurav Sinha, Barry J. Kronenfeld, and Je›rey C. Brunskill

chapter 22|22 pages

Object-Based Regionalization for Policy-Oriented Partitioning of Space

ByStefan Lang, Stefan Kienberger, Michael Hagenlocher, Lena Pernkopf

part |2 pages

Part VIII: Global Navigation Satellite Systems (GNSS) Remote Sensing

chapter 24|16 pages

Global Navigation Satellite System Ref lectometry for Ocean and Land Applications

ByKegen Yu, Chris Rizos, Andrew Dempster

chapter 25|24 pages

Global Navigation Satellite Systems for Wide Array of Terrestrial Applications

ByD. Myszor, O. Antemijczuk, M. Grygierek, M. Wierzchanowski, and K.A. Cyran

part |2 pages

Part IX: Crowdsourcing and Remote Sensing Data

chapter 26|16 pages

Crowdsourcing and Remote Sensing: Combining Two Views of Planet Earth

ByFabio Dell’Acqua

part |2 pages

Part X: Cloud Computing and Remote Sensing

chapter 27|10 pages

Processing Remote-Sensing Data in Cloud Computing Environments

ByRamanathan Sugumaran, James W. Hegeman, Vivek B. Sardeshmukh, Marc P. Armstrong

part |2 pages

Part XI: Google Earth for Remote Sensing

chapter 28|16 pages

Google Earth for Remote Sensing

ByJohn E. Bailey

part |2 pages

Part XII: Accuracies, Errors, and Uncertainties of Remote Sensing– Derived Products

part |2 pages

Part XIII: Space Law and Remote Sensing

part |2 pages

Part XIV: Summary

chapter 31|38 pages

Years and a Vision for the Future

ByPrasad S. ‚enkabail