LEADER 04118nam 22008055 450 001 9910495216703321 005 20260114141705.0 010 $a3-030-73734-9 024 7 $a10.1007/978-3-030-73734-4 035 $a(CKB)4100000011982766 035 $a(MiAaPQ)EBC6679336 035 $a(Au-PeEL)EBL6679336 035 $a(PPN)260300993 035 $a(OCoLC)1261048869 035 $a(DE-He213)978-3-030-73734-4 035 $a(EXLCZ)994100000011982766 100 $a20210717d2021 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHigh-Throughput Crop Phenotyping /$fedited by Jianfeng Zhou, Henry T. Nguyen 205 $a1st ed. 2021. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2021. 215 $a1 online resource (259 pages) 225 1 $aConcepts and Strategies in Plant Sciences,$x2662-3196 311 08$a3-030-73733-0 327 $aSolve the breeder?s equation using high-throughput crop phenotyping technology -- Experiences of Applying Field-Based High-Throughput Phenotyping for Wheat Breeding -- High-throughput crop phenotyping systems for controlled environments -- Got all the answers! What were the questions? Avoiding the risk of ?phenomics? slipping into a technology spree. Subject Index. 330 $aThis book provides an overview of the innovations in crop phenotyping using emerging technologies, i.e., high-throughput crop phenotyping technology, including its concept, importance, breakthrough and applications in different crops and environments. Emerging technologies in sensing, machine vision and high-performance computing are changing the world beyond our imagination. They are also becoming the most powerful driver of the innovation in agriculture technology, including crop breeding, genetics and management. It includes the state of the art of technologies in high-throughput phenotyping, including advanced sensors, automation systems, ground-based or aerial robotic systems. It also discusses the emerging technologies of big data processing and analytics, such as advanced machine learning and deep learning technologies based on high-performance computing infrastructure. The applications cover different organ levels (root, shoot and seed) of different crops (grains, soybean, maize, potato) at different growth environments (open field and controlled environments). With the contribution of more than 20 world-leading researchers in high-throughput crop phenotyping, the authors hope this book provides readers the needed information to understand the concept, gain the insides and create the innovation of high-throughput phenotyping technology. 410 0$aConcepts and Strategies in Plant Sciences,$x2662-3196 606 $aPlant biotechnology 606 $aAgriculture 606 $aBioinformatics 606 $aBiology$xTechnique 606 $aPlant genetics 606 $aPlant Biotechnology 606 $aAgriculture 606 $aBioinformatics 606 $aComputational and Systems Biology 606 $aBiological Techniques 606 $aPlant Genetics 606 $aConreus$2thub 606 $aMillorament selectiu de plantes$2thub 606 $aFenotip$2thub 608 $aLlibres electrònics$2thub 615 0$aPlant biotechnology. 615 0$aAgriculture. 615 0$aBioinformatics. 615 0$aBiology$xTechnique. 615 0$aPlant genetics. 615 14$aPlant Biotechnology. 615 24$aAgriculture. 615 24$aBioinformatics. 615 24$aComputational and Systems Biology. 615 24$aBiological Techniques. 615 24$aPlant Genetics. 615 7$aConreus 615 7$aMillorament selectiu de plantes 615 7$aFenotip 676 $a631.53 702 $aZhou$b Jianfeng$f1978- 702 $aNguyen$b Henry T. 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910495216703321 996 $aHigh-Throughput Crop Phenotyping$92066361 997 $aUNINA