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remote sensing and spatial interpolation of climate.. The impact of remote sensing on the study and control of invertebrate intermediate hosts and vectors for disease.. From predicting m

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remote sensing and spatial interpolation of climate Tropical Medicine & International Health 4, 58–71

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Issues of Scale and Uncertainty in the Global Remote Sensing of Disease

P.M Atkinson1 and A.J Graham2

1

School of Geography, University of Southampton, Highfield, Southampton

SO17 1BJ, UK 2

TALA Research Group, Tinbergen Building, Department of Zoology, University of Oxford, South Parks Road, Oxford OX1 3PS, UK

Abstract 80

1 Introduction 80

1.1 Indirect Relations 81

1.2 Sensor Characteristics 82

1.3 Choice of Modelling Framework 84

1.4 The Image Processing Chain 85

2 Issues of Scale and Spatial Resolution 86

2.1 Preliminaries 86

2.2 Measurement Scales 88

2.3 Scale(s) of Spatial Variation 90

3 Issues of Uncertainty 96

3.1 Preliminaries 96

3.2 Uncertainty in Data and Methods 97

3.3 Data-Based Accuracy Assessment 99

3.4 Model-Based Accuracy Assessment 103

3.5 Validation of Global Disease Maps: Some Considerations 105

3.6 Satellite Sensor Datasets Used in this Volume 106

4 Summary 107

Acknowledgements 108

References 108

ADVANCES IN PARASITOLOGY VOL 62

ISSN: 0065-308X $35.00

DOI: 10.1016/S0065-308X(05)62003-9

Copyright r 2006 Elsevier Ltd.

All rights of reproduction in any form reserved

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