| Description |
1 online resource (xxi, 521 pages) : illustrations (some color) |
| Series |
IFIP advances in information and communication technology, 1868-4238 ; 546 |
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IFIP advances in information and communication technology ; 546. 1868-4238
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| Contents |
Intro; Preface; Organization; Contents -- Part II; Contents -- Part I; Research and Application of Spark Platform on Big Data Processing in Intelligent Agriculture of Jilin Province; Abstract; 1 Introduction; 2 Data Sources and Research Methods; 2.1 Data Sources; 2.2 Research Methods; 2.2.1 Spark Cluster Computing Platform; 2.2.2 The Characteristics and Advantages of Spark Platform Implementation; 3 Experimental Results and Analysis; 3.1 Comparison of Efficiency Test Between Spark and Hadoop; 3.2 Real Time Processing of Big Data in Intelligent Agriculture; 3.3 Results and Analysis |
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4 Conclusion and ProspectAcknowledgments; References; Summary of Agricultural Drought Monitoring by Remote Sensing at Home and Abroad; Abstract; 1 Introduction; 2 The Background and Status of Drought Remote Sensing Monitoring Technology; 3 Thermal Inertia Method; 4 Vegetation Water Supply Index Method; 5 Distance Vegetation Index Method; 6 Microwave Remote Sensing; 7 Conclusion; References; Research and Application of 3D Visualization Plug-in Integration with ArcGIS; Abstract; 1 Introduction; 2 Visual Data Types and Preprocessing; 2.1 Visual Data Type; 2.2 Data Preprocessing |
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3 Construction of Plots Model4 Development of 3D Visualization Plug-in Based on ArcGIS; 4.1 ArcGIS Camera Plug-in Function; 4.2 ArcGIS Camera Plug-in Preparation; 5 Conclusion; Acknowledgments; References; Growth and Spectral Characteristics of Grassland in Response to Different Soil Textures; Abstract; 1 Introduction; 2 Materials and Methods; 2.1 Test Materials and Varieties; 2.2 Experimental Design; 2.3 Measurements; 2.3.1 Spectral Determination; 2.3.2 Determination of the SPAD Value; 2.3.3 Determination of Aboveground Biomass; 2.3.4 Determination of Soil Dry Density and Water Content |
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2.4 Data Processing and Mapping3 Results and Analysis; 3.1 The Emergence Rate of Grass Species in Different Soil Textures; 3.2 Plant Heights of the Grasses in Different Soil Textures and Periods; 3.3 Soil Dry Density and Water Content of the Grasses in Different Soil Textures and Periods; 3.4 Dry Weight of Grasses in Different Soil Textures and Periods; 3.5 Relationship Between Dry Weight and Vegetation Index of Different Types of Grasses; 3.6 Relationship Between Dry Weight and Vegetation Index of Different Types of Grasses; 4 Conclusion and Discussion; Acknowledgment; References |
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Soil Moisture Estimation by Combining L-Band Brightness Temperature and Vegetation Related InformationAbstract; 1 Introduction; 2 Data Sources; 2.1 Ground Sampling Data from SMAPEx-3; 2.2 L-Band TB Data; 2.3 Landsat 5 Thematic Mapper Data; 3 Methods; 3.1 Using Enhanced Vegetation Index as an Indicator of Vegetation Structure; 3.2 Using Normalized Difference Infrared Index as an Indicator of VWC; 3.3 Image Registration; 3.4 Multivariate Linear Regression Modelling; 3.5 Validation; 4 Results; 4.1 Multivariate Linear Regression Using the Combination of TB and EVI |
| Summary |
The two volumes IFIP AICT 545 and 546 constitute the refereed post-conference proceedings of the 11th IFIP WG 5.14 International Conference on Computer and Computing Technologies in Agriculture, CCTA 2017, held in Jilin, China, in August 2017. The 100 revised papers included in the two volumes were carefully reviewed and selected from 282 submissions. They cover a wide range of interesting theories and applications of information technology in agriculture. The papers focus on four topics: Internet of Things and big data in agriculture, precision agriculture and agricultural robots, agricultural information services, and animal and plant phenotyping for agriculture |
| Notes |
International conference proceedings |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed January 22, 2019) |
| Subject |
Agriculture -- Data processing -- Congresses
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Agriculture -- Data processing
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Li, Daoliang, editor.
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Zhao, Chunjiang, 1964- editor.
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| ISBN |
9783030061791 |
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3030061795 |
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