(Agro-Geoinformatics 2014)

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1 Third International Conference on Agro-Geoinformatics (Agro-Geoinformatics 2014) Beijing, China August 2014 IEEE Catalog Number: ISBN: CFP1448T-POD

2 Table of Contents Estimating Leaf Chlorophyll Concentration in Soybean Using Random Forests and Field Imaging Spectroscopy..... J. Lv, and Z. Yan 1 Estimation of Pb Concentration in the Mining Tailing Areas Base on Field Spectrometry and Support Vector Machine... J. Lv, and Z. Yan 5 Forecasting of Powdery Mildew disease with multi-sources of remote sensing information J. Zhang, L. Yuan, C. Nie, L. Wei, and G. Yang 10 Assessing the impact of urbanization on vegetation change and arable land resources change in Shandong Province Z. Chao, and P. Zhang 15 Modeling crop spatial patterns and their phenological calendars using geographical factors - a case study in Northwest China. Z. Pan, J. Huang, F. Mao, X. Wang, and Z. Zhao 20 Crop identification by means of seasonal statistics of RapidEye time series.... E. Zillmann, and H. Weichelt 26 Assessment of Agricultural Drought Indicators Impact on Soybean Crop Yield: A Case Study in Iowa, USA... Y. Huang, X. Liu, Y. Shen, and J. Jin 32 Optimal design on samples layout of spatial sampling schemes for estimating winter wheat planting acreage... D.Wang, Z. Chen, Q. Zhou, and Y. An 38 Particle Swarm Optimization based Spatial Location Allocation of Urban Parks - A Case Study in Baoshan District, Shanghai, China. J. Yu, Y. Chen, J. Wu, R. Liu, H. Xu, D. Yao, and J. Fu 44 Provincial Spatial Sampling Method for Crop Sown Acreage Estimation.... Z. Dong, D. Wang, Y. An, and Q. Zhou 50 Evaluation on Extrapolation Efficiency of Multiple Estimators for Winter Wheat Planting Acreage Estimation. Z. Dong, D. Wang, Y. An, and Z. Chen 56 Evaluation of farmland quality with the integration of GIS and RS technology at village scale. X. Gu, Y. Wang, X. Yang, and Y. Chen 62 Prediction of SPAD value and Distribution of Rape Leaf Based on Hyperspectral Imaging Technology... Y. Li, L. Li, J. Wang, M. Liu, X. Lu, Z. Guo, and J. Zhang 66 Integration of remotely sensed inundation extent and high-precision topographic data for mapping inundation depth.. C. Huang, Y. Chen, J. Wu, Z. Chen, L. Li, R. Liu, and J. Yu 71 Study on Spatial Distribution of Total Suspended Matter of Poyang lake and Its Effect on the Water Quality. L. Zhang, X. Chen, and Y. Zhang 75

3 The Observation Capability Reason of Optical Satellite Sensor for soil moisture monitoring... X. Wang, N. Chen, X. Yang, and Z. Chen 79 Simulation and Prediction of Soil Organic Carbon Spatial Change in Arable Lands Based on DNDC Model... D. Wang, Y. Yao, H. Si, W. Zhang, and H. Tang 85 Estimating Rice Nitrogen Status Using Active Canopy Sensor Crop Circle 430 in Northeast China.. J. Shen, Y. Miao, Q. Cao, H. Wang, W. Yu, S. Hu, H. Wu, J. Lu, X. Hu, W. Yang, and F. Liu 90 Extending WSDL for Describing Complex Geodata in GIS Service S. Gao, L. You, Z. Gui, and H. Wu 97 Ecological suitability evaluation for torreya Crop in Hangzhou city based on a GIS-based fuzzy model.. W. Huang, and J. Huang 103 High-Fidelity 3D Plants Model Reconstructed based on Color Structured Light..... K. Si, J. Zhang, Z. Li, Z. Guo, X. Lu, and J. Xie 109 Spatial evaluation of crop maps by spatial production allocation model in China J. Tan, Z. Li, P. Yang, Q. Yu, L. Zhang, W. Wu, P. Tang, Z. Liu, and L. You 113 Improved Classification of Conservation Tillage Practices Using Hyperspectral Imagery with Spatial-Spectral Features.. W. Li, Q. Ran, Q. Du, and C. Yang 119 Spatial dynamics modelling of crops pattern with remote sensing classification data. T. Xia, W. Wu, Q. Zhou, P. Yang, and Y. Liu 123 Study On the Ecological Flow in the Middle Reaches of Irtysh Rivers... G. Ye, and Y. Bai 128 GIScript: Towards an Interoperable Geospatial Scripting Language for GIS Programming M. Zhang, P. Yue, and X. Guo 132 Satellite Remote Sensing Experiment on Rotational Effect of Bean in Rotation of Rice and Bean.... L. Sun, and Z. Zhu 137 A Fast Multi-scale Polygon Features Update Approach Based on Features Matching.... Q. Meng, and Y. Lu 141 Using Rough Set Theory to Support OWSs Semantic Reasoning... L. Miao, D. Jiao, J. Xu, Y. Zhou, and W. Cheng 146 The Correction Ground Spectral Model for Estimating Above-Ground Net Primary Productivity at the Peak of Growing Season on Meadow Steppe, Hulunbeier, Inner Mongolia, China.. Z. Diao, S. Lv, D. Su, Z. Feng, L. Sun, and X. Tian 150 Discovering Spread Mode of Public Opinions in Incidents and Mapping it with GIS: a Case on Big Geospatial Data Analytics C. Zhang, P. Yue, and X. Zhai 154

4 Impact of climate warming on drought characteristics of summer maize in North China Plain for Y. Hu, Y. Liu, and Z. Li 158 A review of data assimilation of crop growth simulation based on remote sensing information. Z. Jiang, Z. Chen, and J. Liu, L. Sun 163 Evaluating a New Leaf Fluorescence Sensor for Estimating Rice Nitrogen Status..... W. Yu, Y. Miao, S. Hu, J. Shen, and H. Wang 169 GCDViewer: an Online Data Query, Visualization and Analysis System for Global Climatic Data.. H. Xu, and Y. Bai 174 Remote Sensing Assisted Multi-Level Crop Acreage Estimation - an Application in Heilongjiang Province W. Zhou, R. Zhu, J. Zhang, and Y. Pan 178 Impacts of Crop Rotation on Vegetation Condition Index for Species-level Drought Monitoring Y. Shen, X. Liu, and Y. Huang 184 Analysis of the effects of salt content on soil spectral characteristics. C. Ma, G. Shen, Y. Zhi, Z. Wang, and Z. Wang 189 Leaf recognition and segmentation by using depth image.... X. Shao, Y. Shi, W. Wu, P. Yang, Z. Chen, and R. Shibasaki 195 Development of a web temporal-spatial information application for main crops based on integration of remote sensing and crop model X. Yang, F. Yang, X. Xu, X. Gu, H. Yang, and H. Yu 199 Deriving Time-dependent Area Model of Eichhornia Crassipes Growth Using Alos and GPS Data. L. Sun, and Z. Zhu 203 Vegetation Measurement Using Image Processing Methods M. Kırcı, E. Güneş, Y. Çakır, and S. Şentürk 207 Yield prediction of wheat in south-east region of Turkey by using artificial neural networks.. Y. Çakır, M. Kırcı, and E. Güneş 212 Determination of the Varieties and Characteristics of Wheat Seeds Grown in Turkey Using Image Processing Techniques.. E. Güneş, S. Aygün, M. Kırcı, A. Kalateh, and Y. Çakır 216 Sensitivity Analysis of the Row Model's Input Parameters... P. Zhang, F. Zhao, Y. Guo, Y. Zhao, L. Dong, and H. Zhao 220 Discussion on possibility of the identification of karst vegetation communities based on OLI data R. Zhang, H. Luo, Y. Zou, and G. Liu 225 A design of spatial decision support system to enhance decision progress in agricultural actions... M. Li, T. Chang, C. Sun, and M. Lien 232

5 Capability of multi-temporal Radarsat-2 data in monitoring canola crop and its plant height H. Yang, E. Chen, Z. Li, G. Yang, X. Xu, L. Yuan, Q. Feng, and L. Zhao 237 Comparison and Analysis NDVI and RVI Changes Before and After Typhoon in Hainan Based on HJ-1CCD Satellite Images... H. Luo, L. Wang, J. Fang, S. Dai, H. Li, and S. Chen 242 Cotton Area Estimation Using Muti-sensor RS Data and Big Plot Survey in Xinjiang L. Wang, C. Wang, P. Hao, K. Shi, and A. Aablikim 246 Potential of using April-June multi-temporal images to classify crops before harvest: Case study of Kashgar. P. Hao, Z. Niu, L. Wang, and C. Wang 251 An application for the efficient use of potable water.. F. Bağcı, M. Kırcı, and E. Güneş 256 Spatiotemporal variation of drought frequency of winter wheat in Hebei Province... X. Liu, X. Zhu, Y. Pan, A. Zhao, M. Li, and L. Li 260 Trend analysis for blue and green water resources in Weihe River Basin of Northwest China during the past thirty years and in the near future.. A. Zhao, X. Zhu, S. Chen, M. Li, X. Liu, and Y. Pan 266 Upscaling In-Situ Leaf Area Index Measurements to Obtain the Representative Ground- Truth of the Heterogeneous Land Surface.. Y. Shi, J. Wang, Y. Qu, and H. Zhou 271 Ecological Security Evaluation in Farming-pastoral Ecotone Using TM Data. H. Ma, X. Li, D. Hu, and H. Zhao 276 Application of MODIS time series data to estimate effects of rice planthopper in Yangtze River Delta region J. Shi, and J. Huang 281 Simulation of the methane emission in rice fields in China during the past 40 years by DNDC model and GIS technical.. Z. Tian, Y. Niu, X. Tu, Z. Liang, C. Li, and D. Fan 287 Using hyperspectral measurements to estimate ratio of leaf carbon to nitrogen in winter wheat.. X. Xu, X. Yang, H. Yang, H. Feng, G. Yang, and X. Song 292 Design, Development and Application of a Satellite-based Field Monitoring System to Support Precision Farming... J. Meng, Z. Li, B. Wu, and J. Xu 296 Soybean Yield Estimation Using HJ-1 CCD Data in Northeast China... X. Du, F. Song, H. Wang, H. J. Meng, Q. Li, J. Liu, L. Ding, and Y. Lu 305 Grassland aboveground biomass retrieval from remote sensing data by using artificial neural network in temperate grassland, northern China..... Y. Jin, Q. Wu, B. Xu, X. Yang, Z. Qin, J. Li, F. Zhao, S. Chen, and H. Ma 309 GPU Based Parallel Image Processing for Plant Growth Analysis.... A. Özdemir, and T. Altılar 315

6 Application of Remote Sensing Techniques in Locating Dry and Irrigated Farmland Parcels... S. Şentürk, S. Bagis, and B. Üstündağ 321 Extracting multiple cropping index based on NDVI time series: A method integrating temporal and spatial information... S. Liang, C. Yang, D. Yu, and W. Ma 325 Estimation of Soil Moisture Profile Using Wavelet Neural Networks A. Kulaglic, and B. Üstündağ 330 A New Approach for Measuring 3D Digitalized Rape Leaf Parameters based on Images... Y. Fang, C. Lin, R. Zhai, Y. Tang, and X. Wang 336 Automatic Recognition of Rape Seeding emergence Stage based on Computer Vision Technology. Y. Fang, T. Chang, R. Zhai, and X. Wang 341 Object-Oriented Classification of Rubber Plantations from Landsat Satellite Imagery... S. Dai, H. Li, H. Luo, M. Li, J. Fang, L. Wang, J. Cao, and W. Luo 346 Multi-parameter Spatial Interpolation of Solar Radiation in Heterogeneous Structured Agricultural Areas. M. Yazar, E. Ozelkan, and B. Üstündağ 350 Single Late Rice Information Extraction based on Change Detection method using Neighborhood Correlation Images... M. Li, X. Zhu, A. Zhao, X. Liu, S. Chen, T. Zhou, and Y. Pan 356 Automated Keys of Soil Diagnostic Horizons Based on Case-Based Reasoning L. Qiu, and A. Li 360 Agromapas, Geospatial Platform for rural affairs in Colombia. D. Pajarito 364 Multiple Kernels Learning for Classification of Agricultural Time Series Data... S. Niazmardi, S. Homayouni, H. McNairn, J. Shang, and A. Safari 369 Study on integrated discovery system of sensors for agriculture observation application C. Hu, X. Zhong, and J. Xu 373 Public Preferences and values for cultivated land in mining area in China.... Y. Shi, L. Han, J. Yuan, and M. Min 378 Remote-Sensing Based Winter Wheat Growth Dynamic Changes and the Spatial-Temporal Relationship with Meteorological Factor Q. Huang, W. Wu, Q. Zhou, and D. Li 384 Land Use Change on Sloping Areas in Phuket Province, Thailand. W. Pantanahiran 390 Real Time Integrated Agricultural Information Services in Turkey. H. Erden, G. Kusek, G. Öztürk, and C. Özcanlı 396

7 Research on sensor data visualization method based on real-time dynamic symbol... D. Jiao, L. Miao, and J. Jiang 400 Urban Green Vegetation Stress Conditions Diagnosis Based on Hyperspectral Database-A Case Study of Xuzhou. X. Qian, Q. Shen, L. Liang, L. Zhang, L. Wang, and S. Wang 404 DEM Based Analysis of Biomass Carbon Stock in Xilingol Grassland..... Hasituya, Z. Chen, and Y. Bao 408 BigGIS: How Big Data Can Shape Next-Generation GIS.. P. Yue, and L. Jiang 413 Hyperspectral Characteristics Analysis of Aconitum leucostomum Worosch in the Grassland Taking Ily as an example.... A. Wen, J. Zheng, X. Wu, J. Xuan, C. Mu, and W. Wang 419 Effects of Drought on Grain Yield of Spring Maize in Northern China.. C. Dong, X. Yang, Z. Liu, K. Li, and S. Sun 425 Analysis of Impacts of Drought on GPP in Yunnan province Based on MODIS Products. X. Guan, H. Shen, W. Gan, and L. Zhang 430 WebGIS Based Agricultural Products Trade Platform Using the Bilateral Matching Model. W. Niu, and J. Zheng 434 Spatial Heterogeneity of Surface Soil Nutrients in Small Scale in the Black Soil Region of Northeast China. A. Zhang, L. Jiang, Q. Qi, X. Li, and L. Pi 440 Landside Susceptibility Assessment Based on Weighted Information Value Model Case Study of Wenchuan Earthquake 10 Degree Region.. L. Jiang, D. Liu, Y. Jiang, and H. Fang 444 Estimating Wheat Leaves Chlorophyll Content Using Hyperspectral Technology and Integrated Inversion Approach. L. Liang, L. Zhang, S. Su, X. Liu, X. Qian, Q. Shen, S. Zhao, and Z. Qin 448 US Geospatial Crop Frequency Data Layers.. C. Boryan, Z. Yang, and P. Willis 454 Scheduling Algorithm Research For Spatial Information Service Under Cloud Environment... C. Peng, X. Tan, Z. Sha, Q. Liu, M. Gao, and Y. Yao 459 GB-Tree: An Efficient LBS Location Data Indexing Method.... Q. Liu, X. Tan, F. Huang, C. Peng, Y. Yao, and M. Gao 465 Cause Analysis and Accuracy Improvement of Confusing Land Cover Types in China Geography Census... Z. Gao, and X. Zhou 470 Support Vector Machine and Object-oriented Classification for Urban Impervious Surface Extraction from Satellite Imagery.. Z. Gao, and X. Liu 475

8 Database Management of Forest Resource Information Based on 3S Technology... J. Wu, K. Zhang, and J. Lei 480 Changing Grain Production in China: Perspective on Changing Grain Acreage.. T. Jin, and Z. Fang 484 Phenology Detection of Winter Wheat in the Yellow River Delta Using MODIS NDVI Timeseries data. L. Chu, G. Liu, C. Huang, and Q. Liu 489 Research on Image Mosaic Method of UAV Image of Earthquake Emergency... J. Bi, W. Mao, and Y. Gong 494 The application of FY-3A/MERSI in drought and vegetation monitoring in Gansu L. Han, Q. Zhang, X. Wan, and N. Guo 500 The change of winter wheat planting structure under the background of climate change in Gansu Province. L. Han, X. Wan, Q. Zhang, and J. Jia 504 Retrieval Of canopy Chlorophyll Content For Spring Corn Using Multispectral Remote Sensing Data... J. Xu, and J. Meng 508 Grain Consumption Forecasting in China for 2030 and 2050: Volume and Varieties. M. Gao, Q. Luo, Y. Liu, and J. Mi 513 Entropy Based Noise Clustering Soft Classification Method for Identification of Wheat Crop Using Time Series MODIS Data... P. Upadhyay, S. Ghosh, and A. Kumar 519 Object oriented extraction of reserve resources area for cultivated land using RapidEye image data. Y. Yao, H. Si, and D. Wang 525 A Web-based Semi-automated Method for Semantic Annotation of High Schools in Remote Sensing Images... M. You, Z. Sun, L. Di, and Z. Guo 529 Vegetation supply water index based on MODIS data Analysis of the in Yunnan in spring of J. Wang, J. Bai, L. Li, and Y. Yu 533 Estimating Carbon Dioxide Concentrations in Urban Areas from Satellite Imagery Using Bayesian Network.. J. Tao, Y. Zhou, W. Wu, and L. Yu 540 Mapping Rice Crop fields using C Band Polarimetric SAR Data... J. Chen, Y. Han, and J. Zhang 547 Effects of Soil Moisture in Spring on Growth of Winter Wheat in North China Plain... H. Wang, Q. Li, X. Du, Y. Lu, and J. Liu 551 Long-term Trend and Variability of China's Arid Climate and Drought Area based on the Standardized Precipitation Index. Y. Liu, W. Jiang, B. Xiao, M. Gao, and B. Lei 555

9 Detection of the Onset of Crop Stress Induced by Glyphosate Using Chlorophyll Fluorescence Measurements Y. Guo, F. Zhao, Y. Huang, K. Reddy, Y. Zhao, and L. Dong 560 Assessing the crop acreage at county level on the North China Plain using an adapted regession estimator method. J. Liu, Q. Dong, Z. Chen, L. Wang, X. Wang, and J. Gallego 565 Estimation of regional evapotranspiration over the Southern Great Plains based on Penman- Monteith theory and the soil moisture estimates... L. Sun, Z. Chen, and Z. Jiang 570

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