EDP Sciences 1776317217 20260416 fre

laboutique.edpsciences.fr-R001651 03 01 01 R001651 00 ED E107 00 01 01 Crop Pest and Disease Remote Sensing Monitoring and Forecasting 01 eng 08 336 03 22 42153221 17 01 P15 EDP Sciences & Science Press 01 01 P15 EDP Sciences & Science Press 11 00 20220512 02 01 002092 03 9782759826605 15 9782759826605 03 01 D1 EDP Sciences 45 03 laboutique.edpsciences.fr-002092 03 01 01 002092 03 9782759826605 15 9782759826605 10 EA E107 10 00 01 R001651 ED E107 1 10 01 02 Current Natural Sciences 01 01 Crop Pest and Disease Remote Sensing Monitoring and Forecasting 1 A01 01 A2045 Yingying Dong Dong, Yingying Yingying Dong 2 A01 01 A2046 Wenjang Huang Huang, Wenjang Wenjang Huang 3 A01 01 A2047 Yun Geng Geng, Yun Yun Geng 4 A01 01 A2048 Linyi Liu Liu, Linyi Linyi Liu 5 A01 01 A2049 Huiqin Ma Ma, Huiqin Huiqin Ma 6 A01 01 A2050 Anting Guo Guo, Anting Anting Guo 7 A01 01 A2051 Chao Ruan Ruan, Chao Chao Ruan 01 eng 08 334 03 01 20 Crop pest;monitoring;crop disease;remote sensing monitoring;remote sensing forecasting;agricultural information technology;3S technology application;agricultural plan protection;agrometeorology 10 2011 BISACTEC036000 01 550 06 06 03 00 This book presents the research and applications carried out by the Vegetation Remote Sensing &amp; Pest and Disease Application Research Team of Aerospace Information Research Institute of Chinese Academy of Sciences (AIR-CAS) in the field of pest and disease monitoring and forecasting during the past ten years. Organized in five parts, this work covers crop pest and disease remote sensing monitoring and forecasting mechanisms, algorithms, models, system development and applications. The first part introduces the importance and current research status of crop pest and disease monitoring and forecasting. From the second to the fourth parts, the authors engage readers with various subjects related to non-imaging and imaging remote sensing monitoring, remote sensing forecasting. The construction and application of crop pest and disease remote sensing monitoring and forecasting system are described in the last part. This book can be used as a reference book in the areas of agricultural information technology, 3S technology application, agricultural plant protection, agrometeorology and agricultural extension.Being internationally prestigious experts and young scientists, the authors provide an essential view of their important work supported by multiple major research funding programs (National Key R&amp;D Program of China, Newton-UK-China Agri-centers, Strategic Priority Research Program of the Chinese Academy of Sciences, National Natural Science Foundation of China, Beijing Nova Program of Science and Technology, National special support program for high-level personnel, Ten-thousand TalentsProgram, Youth Innovation Promotion Association CAS, Hainan Provincial High level talent Program of Basic and Applied Basic Research Plan, etc.). 02 00 First, introducing the importance and current research status of crop pest and disease monitoring and forecasting. Then, engaging with various subjects related to non-imaging and imaging remote sensing monitoring, remote sensing forecasting. Finally, describing the construction and application of crop pest and disease remote sensing monitoring and forecasting system. 04 00 <p>Authors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . III<br></p><p>Foreword . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . V</p><p>Preface. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . VII</p><p>Part One Overview. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1</p><p>CHAPTER 1</p><p>Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3</p><p>1.1 Background . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3</p><p>1.2 Crop Pest and Disease . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4</p><p>1.2.1 Wheat Yellow Rust . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5</p><p>1.2.2 Wheat Powdery Mildew . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5</p><p>1.2.3 Wheat Fusarium Head Blight . . . . . . . . . . . . . . . . . . . . . . . . . . 7</p><p>1.2.4 Wheat Aphid . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9</p><p>1.2.5 Rice Leaf Roller . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10</p><p>1.2.6 Oriental Migratory Locust . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11</p><p>1.3 Progress and Development . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12</p><p>1.3.1 Crop Pest and Disease Monitoring . . . . . . . . . . . . . . . . . . . . . . 13</p><p>1.3.2 Crop Pest and Disease Forecasting . . . . . . . . . . . . . . . . . . . . . . 18</p><p>References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 20</p><p>CHAPTER 2</p><p>Mechanism and Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 23</p><p>2.1 Spectral Mechanism . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 23</p><p>2.1.1 Spectral Response of Healthy Crop. . . . . . . . . . . . . . . . . . . . . . 24</p><p>2.1.2 Spectral Response of Crop Pest and Disease . . . . . . . . . . . . . . . 25</p><p>2.2 Spectral Feature Extraction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27</p><p>2.2.1 Sensitivity Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27</p><p>2.2.2 Spectral Feature . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 32</p><p>2.3 Monitoring Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39</p><p>2.3.1 Recognition and Differentiation Method . . . . . . . . . . . . . . . . . . 40</p><p>2.3.2 Severity Monitoring Method . . . . . . . . . . . . . . . . . . . . . . . . . . . 53</p><p>2.4 Forecasting Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 58</p><p>2.4.1 Bayesian Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 58</p><p>2.4.2 Logistic Regression Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . 60</p><p>2.4.3 Markov Chain . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 62</p><p>References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 64</p><p>Part Two Non-Imaging Hyperspectral Remote Sensing Monitoring for Crop Pest and Disease . . . . . . . . . . . . . . . . . . . . 67</p><p>CHAPTER 3</p><p>Crop Disease Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77</p><p>3.1 Wheat Yellow Rust Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77</p><p>3.1.1 Monitoring at Leaf Scale . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77</p><p>3.1.2 Monitoring at Canopy Scale . . . . . . . . . . . . . . . . . . . . . . . . . . . 84</p><p>3.2 Wheat Powdery Mildew Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . 91</p><p>3.2.1 Monitoring at Leaf Scale . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 91</p><p>3.2.2 Monitoring at Canopy Scale . . . . . . . . . . . . . . . . . . . . . . . . . . . 94</p><p>3.3 Wheat Fusarium Head Blight Monitoring . . . . . . . . . . . . . . . . . . . . . . 97</p><p>3.3.1 Monitoring at Ear Scale . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97</p><p>3.3.2 Monitoring at Canopy Scale . . . . . . . . . . . . . . . . . . . . . . . . . . . 101</p><p>References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 105</p><p>CHAPTER 4</p><p>Crop Pest Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109</p><p>4.1 Wheat Aphid Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109</p><p>4.1.1 Spectral Response . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 110</p><p>4.1.2 Monitoring at Leaf Scale . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 111</p><p>4.1.3 Monitoring at Canopy Scale . . . . . . . . . . . . . . . . . . . . . . . . . . . 120</p><p>4.2 Rice Leaf Roller Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 127</p><p>4.2.1 Spectral Response . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 128</p><p>4.2.2 Monitoring at Canopy Scale . . . . . . . . . . . . . . . . . . . . . . . . . . . 129</p><p>References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 135</p><p>CHAPTER 5</p><p>Crop Pest and Disease Differentiation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 137</p><p>5.1 Wheat Yellow Rust and Nutrient Stress . . . . . . . . . . . . . . . . . . . . . . . 137</p><p>5.1.1 Spectral Response . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 137</p><p>5.1.2 Rust and Nutrient Stress Differentiation . . . . . . . . . . . . . . . . . . 139</p><p>5.2 Wheat Disease and Nutrient Stress . . . . . . . . . . . . . . . . . . . . . . . . . . . 143</p><p>5.2.1 Spectral Response . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 143</p><p>5.2.2 Disease and Nutrient Stress Differentiation . . . . . . . . . . . . . . . . 146</p><p>5.3 Crop Pest and Disease . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 150</p><p>5.3.1 Differentiation at Leaf Scale . . . . . . . . . . . . . . . . . . . . . . . . . . . 150</p><p>5.3.2 Differentiation at Canopy Scale . . . . . . . . . . . . . . . . . . . . . . . . 167</p><p>References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 174</p><p>Part Three Imaging Remote Sensing Monitoring for Crop Pest and Disease . . . . . . . . . . . . .&nbsp; . . . . . . . . . . . . . . . . . . . . 175</p><p>CHAPTER 6</p><p>Imaging Hyperspectral Remote Sensing Monitoring of Crop Pest and Disease . . . . . . . . . . .. . . . . . . . . . . . . . . . . 189</p><p>6.1 Wheat Yellow Rust Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 189</p><p>6.1.1 Monitoring at Leaf Scale . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 190</p><p>6.1.2 Monitoring at Canopy Scale . . . . . . . . . . . . . . . . . . . . . . . . . . . 193</p><p>6.2 Wheat Powdery Mildew Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . 203</p><p>6.2.1 Spectral Response . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 203</p><p>6.2.2 Monitoring at Leaf Scale . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 205</p><p>6.3 Wheat Aphid Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 209</p><p>6.3.1 Extraction of Aphid Information by Sensitive Wavebands. . . . . 209</p><p>6.3.2 Extraction of Aphid Information by Spectral Index . . . . . . . . . 211</p><p>6.3.3 Extraction of Aphid Information by Principal Component Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 212</p><p>6.3.4 Construction of Aphid Index and Extraction of Aphid Damage . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 214</p><p>References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 218</p><p>CHAPTER 7</p><p>Multi-Spectral Remote Sensing Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . 221</p><p>7.1 Wheat Yellow Rust Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 221</p><p>7.1.1 Monitoring at Regional Scale . . . . . . . . . . . . . . . . . . . . . . . . . . 221</p><p>7.1.2 Monitoring at National Scale . . . . . . . . . . . . . . . . . . . . . . . . . . 226</p><p>7.2 Wheat Powdery Mildew Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . 229</p><p>7.2.1 Monitoring with HJ Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 229</p><p>7.2.2 Monitoring with GF Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . 232</p><p>7.2.3 Monitoring with Multi-Temporal Landsat Data . . . . . . . . . . . . 237</p><p>7.3 Wheat Fusarium Head Blight Monitoring . . . . . . . . . . . . . . . . . . . . . . 239</p><p>7.3.1 Monitoring at Regional Scale . . . . . . . . . . . . . . . . . . . . . . . . . . 239</p><p>7.3.2 Monitoring at National Scale . . . . . . . . . . . . . . . . . . . . . . . . . . 241</p><p>7.4 Oriental Migratory Locust Monitoring . . . . . . . . . . . . . . . . . . . . . . . . 246</p><p>7.4.1 Monitoring at Regional Scale . . . . . . . . . . . . . . . . . . . . . . . . . . 246</p><p>7.4.2 Monitoring at National Scale . . . . . . . . . . . . . . . . . . . . . . . . . . 251</p><p>References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 258</p><p>Part Four Remote Sensing forecasting for Crop Pest and Disease . . . . . . . . . 261</p><p>CHAPTER 8</p><p>Crop Pest and Disease Forecasting with Multi-Source Data . . . . . . . . . . . . . 265</p><p>8.1 Wheat Yellow Rust . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 265</p><p>8.1.1 Data Acquisition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 265</p><p>8.1.2 Modelling and Validation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 270</p><p>8.2 Wheat Powdery Mildew . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 274<br></p><p>8.2.1 Data Acquisition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 274</p><p>8.2.2 Modelling and Validation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 277</p><p>8.3 Oriental Migratory Locust . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 284</p><p>8.3.1 Data Acquisition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 284</p><p>8.3.2 Modelling and Validation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 287</p><p>References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 292</p><p>Part Five System and Application for Crop Pest and Disease Monitoring and Forecasting . . . . . . . . . . . . . . . . . . . . . . . . . . . 295</p><p>CHAPTER 9</p><p>Crop Pest and Disease Monitoring and Forecasting System. . . . . . . . . . . . . . 297</p><p>9.1 Field Data Acquisition System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 297</p><p>9.2 Crop Pest and Disease Remote Sensing Monitoring and Forecasting System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 303</p><p>9.3 National Locust Remote Sensing Monitoring and Early Warning System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 312</p><p>References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 318</p><p>Summary . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 319</p> 21 00 06 01 https://laboutique.edpsciences.fr/produit/1269/9782759826605/crop-pest-and-disease-remote-sensing-monitoring-and-forecasting 01 00 03 02 https://laboutique.edpsciences.fr/system/product_pictures/data/009/982/645/original/9782759826599-Crop_Pest_and_Disease_Remote_couv-sofedis.jpg 17 14 20240913T184216+0200 01 P15 EDP Sciences & Science Press 01 01 P15 EDP Sciences & Science Press 04 11 00 20220512 01 00 20220512 19 00 20220512 2026 06 3052868830012 01 WORLD 13 03 9782759826599 15 9782759826599 WORLD 08 EDP Sciences & Science Press 04 01 00 20220512 03 01 D1 EDP Sciences 20 04 05 01 02 1 00 84.99 01 5.50 4.43 EUR 04 06 01 02 1 00 298.99 01 5.50 4.43 EUR 01 04 06 01 02 1 00 327.99 01 5.50 17.10 USD 01