001451068 000__ 05314cam\a2200601\i\4500 001451068 001__ 1451068 001451068 003__ OCoLC 001451068 005__ 20230310004641.0 001451068 006__ m\\\\\o\\d\\\\\\\\ 001451068 007__ cr\cn\nnnunnun 001451068 008__ 221110s2022\\\\sz\a\\\\o\\\\\001\0\eng\d 001451068 019__ $$a1350689733 001451068 020__ $$a9783031145339$$q(electronic bk.) 001451068 020__ $$a303114533X$$q(electronic bk.) 001451068 020__ $$z9783031145322 001451068 020__ $$z3031145321 001451068 0247_ $$a10.1007/978-3-031-14533-9$$2doi 001451068 035__ $$aSP(OCoLC)1350553211 001451068 040__ $$aYDX$$beng$$erda$$epn$$cYDX$$dGW5XE$$dEBLCP$$dOCLCF$$dUKAHL$$dN$T 001451068 049__ $$aISEA 001451068 050_4 $$aS494.5.I5 001451068 08204 $$a338.1/6$$223/eng/20221123 001451068 24500 $$aDigital agriculture /$$cDaniel Marçal de Queiroz, Domingos Sárvio M. Valente, Francisco de Assis de Carvalho Pinto, Aluízio Borém, John K. Schueller, editors. 001451068 264_1 $$aCham :$$bSpringer,$$c[2022] 001451068 264_4 $$c©2022 001451068 300__ $$a1 online resource (viii, 306 pages) :$$billustrations (chiefly color) 001451068 336__ $$atext$$btxt$$2rdacontent 001451068 337__ $$acomputer$$bc$$2rdamedia 001451068 338__ $$aonline resource$$bcr$$2rdacarrier 001451068 500__ $$aIncludes index. 001451068 5050_ $$aIntro -- Foreword -- Contents -- Chapter 1: The Agriculture Eras -- References -- Chapter 2: Global Navigation Satellite Systems -- 2.1 Introduction -- 2.2 Projection and Coordinate Systems in Positioning -- 2.3 How Satellite Positioning Systems Work -- 2.4 Satellite Positioning Errors -- 2.5 Systems to Improve the Precision/Accuracy of Satellite Positioning -- 2.6 Final Considerations -- References -- Chapter 3: Spatial and Temporal Variability Analysis -- 3.1 Introduction -- 3.2 Spatial and Temporal Variability Sources -- 3.3 Factors That Affect Crop Yield 001451068 5058_ $$a3.4 Temporal Variability of Crop Yield -- 3.5 Determination of Spatial and Temporal Variability of Soils and Crops -- 3.6 Management of Variability -- References -- Chapter 4: Images and Remote Sensing Applied to Agricultural Management -- 4.1 Introduction -- 4.2 Remote Sensing -- 4.3 Digital Images -- 4.4 Choice of Remote Sensing Platform -- 4.5 Applications -- References -- Chapter 5: Geoprocessing Applied to Crop Management -- 5.1 Introduction -- 5.2 Geographic Information Systems (GIS) -- 5.2.1 Vector -- 5.2.2 Raster -- 5.2.3 Data acquisition -- 5.2.4 Field Data Collection 001451068 5058_ $$a5.3 Data Analysis in GIS -- 5.3.1 Obtaining and Converting Text Files -- 5.3.2 Spatial Query -- 5.3.3 Exploratory Data Analysis -- 5.3.4 Data Filtering -- 5.4 Digital Image Processing -- 5.4.1 Geometric Correction -- 5.4.2 Atmospheric Correction -- 5.4.3 Unsupervised Classification -- 5.4.4 Supervised Classification -- 5.5 Vegetation Indices -- 5.6 Data Integration and GIS -- 5.6.1 Cross-Referencing Methods -- 5.6.1.1 Data Interpolation -- 5.6.1.2 Use of Buffer Extraction -- 5.6.1.3 Pixel Resampling -- 5.7 Integration of Spectral and Agrometeorological Data 001451068 5058_ $$a5.8 Example of Data Integration: The Concept of Management Zones -- References -- Chapter 6: Sampling and Interpretation of Maps -- 6.1 Introduction -- 6.2 A Brief History -- 6.3 What You Cannot Miss About Sampling -- 6.3.1 Sampling in the Context of Precision Agriculture -- 6.4 Sampling Strategies -- 6.4.1 Grid Sampling by Point -- 6.4.2 Grid Sampling by Cell -- 6.4.3 Targeted Grid Sampling -- 6.4.4 Sampling by Management Zones -- 6.5 Map Generation -- 6.5.1 By Interpolation -- 6.5.2 By Management Zones -- 6.5.3 Crop Variability Mapping -- 6.5.4 Mapping of Soil Attributes 001451068 5058_ $$a6.5.5 Mapping of Pests and Diseases -- 6.5.6 Interpretation of Maps for Decision-Making -- References -- Chapter 7: Application of Drones in Agriculture -- 7.1 Introduction -- 7.2 Legislation -- 7.3 Sensors -- 7.4 Flight Planning -- 7.5 Image Processing -- 7.6 Applications of RPAs in Agriculture -- 7.7 Topographic Survey -- 7.8 Crop Monitoring -- 7.8.1 Physiological Assessments -- 7.8.2 Biophysical Assessments -- 7.8.3 Identification of Biological Targets -- 7.9 Application of Phytosanitary Products via RPAs -- 7.10 Other Applications -- References -- Chapter 8: Sensors and Actuators 001451068 506__ $$aAccess limited to authorized users. 001451068 520__ $$aThis textbook addresses the most recent advances and main digital technologies used in farming. The reader will be able to understand the main concepts and techniques currently used to efficiently manage agricultural production systems. The book covers topics in a general and intuitive way, with examples and good illustrations. 001451068 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed November 23, 2022). 001451068 650_0 $$aAgricultural innovations. 001451068 650_0 $$aAgriculture$$xTechnology transfer. 001451068 655_0 $$aElectronic books. 001451068 7001_ $$aMarçal de Queiroz, Daniel,$$eeditor. 001451068 7001_ $$aValente, Domingos Sárvio M.,$$eeditor. 001451068 7001_ $$aAssis de Carvalho Pinto, Francisco de,$$eeditor. 001451068 7001_ $$aBorém, Aluízio,$$eeditor. 001451068 7001_ $$aSchueller, John K.,$$d1955-$$eeditor. 001451068 77608 $$iPrint version:$$z3031145321$$z9783031145322$$w(OCoLC)1335112414 001451068 852__ $$bebk 001451068 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-14533-9$$zOnline Access$$91397441.1 001451068 909CO $$ooai:library.usi.edu:1451068$$pGLOBAL_SET 001451068 980__ $$aBIB 001451068 980__ $$aEBOOK 001451068 982__ $$aEbook 001451068 983__ $$aOnline 001451068 994__ $$a92$$bISE