LEADER 00948nam0-2200301---450- 001 990009361290403321 005 20110516182548.0 035 $a000936129 035 $aFED01000936129 035 $a(Aleph)000936129FED01 035 $a000936129 100 $a20110516d1954----km-y0itay50------ba 101 1 $aita 102 $aIT 105 $aa-------001yy 200 1 $aDiagnosi e trattamento delle endocrinopatie dell'infanzia e dell'adolescenza$fLawson Wilkins$gtraduzione italiana di Bruno Ulivi 210 $aRoma$cEd. Abruzzini$d1954 215 $aXVI, 364 p.$cill.$d26 cm 610 0 $aEndocrinologia pediatrica 700 1$aWilkins,$bLawson$0151163 702 1$aUlivi,$bBruno 801 0$aIT$bUNINA$gRICA$2UNIMARC 901 $aBK 912 $a990009361290403321 952 $aVI C 124$b2359$fDMVSF 959 $aDMVSF 996 $aDiagnosi e trattamento delle endocrinopatie dell'infanzia e dell'adolescenza$9768597 997 $aUNINA LEADER 03825nam 22005895 450 001 9910751387903321 005 20251009081953.0 010 $a9783031383991$b(electronic bk.) 010 $z9783031383984 024 7 $a10.1007/978-3-031-38399-1 035 $a(MiAaPQ)EBC30787886 035 $a(Au-PeEL)EBL30787886 035 $a(DE-He213)978-3-031-38399-1 035 $a(PPN)27291701X 035 $a(CKB)28505218500041 035 $a(EXLCZ)9928505218500041 100 $a20231014d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aSpecialty Crops for Climate Change Adaptation $eStrategies for Enhanced Food Security by Using Machine Learning and Artificial Intelligence /$fby Chandrasekar Vuppalapati 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (836 pages) 225 1 $aSTEAM-H: Science, Technology, Engineering, Agriculture, Mathematics & Health,$x2520-1948 311 08$aPrint version: Vuppalapati, Chandrasekar Specialty Crops for Climate Change Adaptation Cham : Springer,c2023 9783031383984 327 $aChapter 1. Introduction -- Chapter 2. Specialty Crops -- Chapter 3. Time Series Data -- Chapter 4. Climate Models -- Chapter 5. Supervised Models -- Chapter 6. Unsupervised Models -- Chapter 7. Heuristic & Constraint Optimization -- Chapter 8. Deep Learning -- Chapter 9. Dimensionality Reduction -- Chapter 10. Ethical AI -- Chapter 11. Final Thought. 330 $aSpecialty crops are defined as fruits and vegetables, tree nuts, dried fruits, horticulture, and nursery crops including floriculture. The value of specialty crop production in the United States accounted for 18.44 % of the $433.569 billion in agriculture cash receipts collected in 2021. In 2020, that ratio was 21.47% of the $363.464 billion. Specialty crops are gaining increasing attention across nation as demonstrated in the 2018 farm bill (Agricultural Act of the 2018 Farm Bill (P.L. 115-334)) with the increased number of provisions addressing specialty crop issues, reflecting their growing role in the global economy. The cultivation of Specialty crops, nevertheless, has its own challenges. Specialty crops are generally more sensitive to climatic stressors and require more comprehensive management compared to traditional row crops. Specialty crops face significant financial risks threatening US$1.6 Trillion global market due to their higher water demand. The mission of the book is to prepare current and future software engineering teams, agriculture students, economists, macroeconomists with the skills and tools to fully utilize advanced data science, artificial intelligence, climate patterns, and economic models to develop software capabilities that help to achieve Specialty crops and economic sustainability, through improved productivity for years to come and ensure enough food for the future of the planet and generations to come! 410 0$aSTEAM-H: Science, Technology, Engineering, Agriculture, Mathematics & Health,$x2520-1948 606 $aMachine learning 606 $aFood security 606 $aAgriculture 606 $aMachine Learning 606 $aFood Security 606 $aAgriculture 615 0$aMachine learning. 615 0$aFood security. 615 0$aAgriculture. 615 14$aMachine Learning. 615 24$aFood Security. 615 24$aAgriculture. 676 $a338.10285 676 $a338.10285 700 $aVuppalapati$b Chandrasekar$01072873 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a9910751387903321 996 $aSpecialty Crops for Climate Change Adaptation$93577815 997 $aUNINA