Earth observation for rice crop monitoring and yield estimation (Record no. 39862)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03567nam a2200169 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789061643487 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 338.1 |
| Item number | THI |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Thi Thu Ha, Nguyen |
| 245 ## - TITLE STATEMENT | |
| Title | Earth observation for rice crop monitoring and yield estimation |
| Remainder of title | application of satellite data and physically based models to the mekong delta |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Netherland |
| Name of publisher, distributor, etc | ITC |
| Date of publication, distribution, etc | 2013 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | iv,x,137p. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | CONTENTS<br/>Acknowledgements !<br/>Table of Contents iii<br/>List of figures vi<br/>List of tables ix<br/>List of abbreviations x<br/>Chapter 1 General Introduction 1<br/>1.1Justification and need to estimate irrigated rice yield using<br/>earth observation 2<br/>1.2 Opportunities and challenges of using RS for crop yield estimation 5<br/>1.3 Objectives of the thesis 8<br/>Chapter 2 Mapping rice cropping patterns 13<br/>2.1Introduction 15<br/>2.2Data and methods 18<br/>2.2.1Rice cultivation in the Mekong delta 18<br/>2.2.2 Data 19<br/>2.2.3 Image classification 20<br/>2.2.4 Construction of the rice cropping pattern map 22<br/>2.2.5Validation 23<br/>2.3 Results 23<br/>2.3.1Unsupervised classification 23<br/>2.3.2 Rice cropping pattern map 25<br/>2.3.3 Validation 29<br/>2.4 Discussion and conclusions 29<br/>Acknowledgment 33<br/>Chapter 3 LaHMa: a new method to map landscape heterogeneity 35<br/>3.1 Introduction 37<br/>3.1.1 Spatial hererogeneity 37<br/>3.1.2 Hyper-temporal NDVI Images 39<br/>3.1.3 The ISODATA clustering technique and cluster separability<br/> Indices 40<br/>3.2 Materials and Method 43<br/>3.2.1 Data 43<br/>3.2.2 Method 44<br/>3.3 Results 47<br/>3.2.1ISODATA clustering of the hyper-temporal NDVI image<br/>Datasets 47<br/>3.2.2 The ISODATA generated land unit maps and their NDVI<br/>Profiles 49<br/>3.2.3 The landscape heterogeneity maps 50<br/>3.3 Discussion 51<br/>Chapter 4 Remote sensing of leaf area index for irrigated rice 55<br/>4.1 Introduction 57<br/>4.2 Materials 59<br/>4.2.1 Study area 59<br/>4.2.2 MODISdata 60<br/>4.2.3 In situ LAI 61<br/>4.2.4 Leaf chlorophyll content 61<br/>4.3 Methods 62<br/>4.3.1Comparison of in situ LAI and MOD15A2 LAI 62<br/>4.3.2 The SLC model 63<br/>4.3.3 LAI estimation based on the look-up table inversion 65<br/>4.4 Results and Discussion 67<br/>4.4.1 Comparison of in situ LAI and MOD15A2 product 67<br/>4.4.2 LAI estimation from LUT inversion 70<br/>4.5 Conclusion 75<br/>Acknowledgement 76<br/>Chapter 5 Coupling remotely sensed LAI with a crop growth model for rice yield estimation 77<br/>5.1 Introduction 81<br/>5.2 Materials and Methods 83<br/>5.2.1Data 83<br/>5.2.2 LAI estimation through soil-leaf-canopy RTM using MODIS reflectance data 84<br/>5.2.3 Yield estimation using ORYZA2000 crop model 85<br/>5.3 Results and Discussion 87<br/>5.3.1Rice LAI estimation by SLC model 87<br/>5.3.2 Assimilation of SLC LAI into ORYZA200 model and rice yield<br/>Estimation 88<br/>5.4 Conclusion 91<br/>Acknowledgement 93<br/>Chapter 6 General Discussion: Earth observation for rice heterogeneity mapping and yield estimation 95<br/>6.1 Hyper-temporal SPOT VGT NDVI for rice cropping pattern<br/>Mapping 96<br/>6.2 A comparison of SPOT VGT and MODIS Terra NDVI data for<br/>mappingagroecological heterogeneity at landscape level 97<br/>6.3 Seasonal LAI estimation for irrigated rice by inversion of<br/>radiative transfer model 98<br/>6.4 Forcing remotely sensed LAI into ORYZA2000 crop growth<br/>simulation model for rice yield estimation 99<br/>6.5 Conclusions 100<br/>6.6 Recommendations: future research and development 102<br/>Bibliography 105<br/>Summary 129<br/>Samenvatting 131<br/>Publications 133<br/>Curriculum vitae 135<br/>ITC Dissertation List 137<br/> |
| 600 ## - SUBJECT ADDED ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 40323 |
| 890 ## - Country | |
| Country | Netherland |
| 891 ## - Topic | |
| Topic | Gratis |
| -- | FP |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Withdrawn status | Home library | Current library | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Date last borrowed | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | CEPT Library | CEPT Library | 14/07/2015 | 1 | 338.1 THI | TEM730 | 25/07/2015 | 20/07/2015 | 02/06/2014 | Book |