LEADER 05321nam 22006975 450 001 9910805576103321 005 20240124065317.0 010 $a3-031-43548-6 024 7 $a10.1007/978-3-031-43548-5 035 $a(CKB)30098017100041 035 $a(MiAaPQ)EBC31085971 035 $a(Au-PeEL)EBL31085971 035 $a(DE-He213)978-3-031-43548-5 035 $a(MiAaPQ)EBC31093937 035 $a(Au-PeEL)EBL31093937 035 $a(EXLCZ)9930098017100041 100 $a20240124d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDigital Agriculture$b[electronic resource] $eA Solution for Sustainable Food and Nutritional Security /$fedited by P. M. Priyadarshan, Shri Mohan Jain, Suprasanna Penna, Jameel M. Al-Khayri 205 $a1st ed. 2024. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2024. 215 $a1 online resource (634 pages) 311 08$a9783031435478 327 $a1. Digital Agriculture for the years to come -- 2. Agriculture and food security in the era of climate change -- Part. 1 Vertical farming and nurseries (both controlled and uncontrolled environments) -- 3. Soilless smart agriculture systems for future climate -- 4. Intelligent Nutrient Controlling System for Precision Urban Agriculture -- 5. Vertical farming of Medicinal plants -- 6. Vertical farms in future cities -- Part. 2 IoT (internet of things) in agriculture for improved farm use efficiency, plant and soil management -- 7. Remote sensing in Precision Agriculture -- 8. Sensing Climate Change through Earth Observation: Perspectives at Global and National level -- 9. Satellite-based remote sensing approaches for estimating evapotranspiration from agricultural systems -- 10. Satellite imagery in precision agriculture -- 11. Applications of UAVs: Image-based Plant Phenotyping -- 12. Digital yield predictions -- Part. 3 Digital agriculture: roles in genetic conservation, speed breeding/fast forward breeding -- 13. Crop phenomics and high-throughput phenotyping -- 14. Speed Breeding for crop improvement -- 15. Digital agriculture for enhancing yield, nutrition and biological stress resistance -- 16. Plant-based Electrical Impedance Spectroscopy for plant health monitoring -- 17. Data analytics in agriculture/ Data science and artificial intelligence -- Part 4. Precision agriculture technologies -- 18. Sensing systems for Precision agriculture -- 19. Applications of Robotics in Agriculture -- 20. Analysing data from open sources to manage risks in food production -- 21. Crop modelling for future climate change adaptation. 330 $aThe world population is increasing while arable land is decreasing at an alarming rate. About one-quarter of arable land is degraded and needs significant restoration before it can sustain crops again. By 2030, the water supply will fall 40% short of meeting global demand. Moreover, looming climate change poses additional challenge to increasing food production to feed 10 billion people by 2050. Current major agricultural systems are on a largely unsustainable trajectory because of their contributions to greenhouse gas emissions, water pollution, and biodiversity loss. For these reasons, innovative technologies are being introduced in modern agriculture to sustain food production. They include digital and geospatial technologies to manage soil, climate and plant genetic resources. With the development of tools and sensors integrated into the internet of things (IoT) environment, physically collected information is converted into computer-readable language. Digital innovations thus allow real-time analysis, machine learning, and artificial intelligence (AI) that manage massive amount of data, also known as big data. Accordingly, digital agriculture affords greater potential for sustainable farming and economic benefits. This book summarizes the latest advances in AI-integration of agriculture practices. Specific focus includes but not limited to, big data, yield mapping, pests management, and optimal fertigation. As such, it presents a forward-looking approach to meet multiple UN Sustainable Development Goals, specifically, SDG 2, 6, 13 and 15. 606 $aAgriculture 606 $aFood security 606 $aBotany 606 $aApplication software 606 $aBiotechnology 606 $aAgriculture 606 $aFood Security 606 $aPlant Science 606 $aComputer and Information Systems Applications 606 $aBiotechnology 615 0$aAgriculture. 615 0$aFood security. 615 0$aBotany. 615 0$aApplication software. 615 0$aBiotechnology. 615 14$aAgriculture. 615 24$aFood Security. 615 24$aPlant Science. 615 24$aComputer and Information Systems Applications. 615 24$aBiotechnology. 676 $a338.16 700 $aPriyadarshan$b P. M$0872812 701 $aJain$b Shri Mohan$01589017 701 $aPenna$b Suprasanna$01589018 701 $aAl-Khayri$b Jameel M$0908236 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910805576103321 996 $aDigital Agriculture$93883256 997 $aUNINA