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Artificial Neural Networks in Agriculture
| Artificial Neural Networks in Agriculture |
| Autore | Kujawa Sebastian |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (283 p.) |
| Soggetto topico |
Research & information: general
Biology, life sciences Technology, engineering, agriculture |
| Soggetto non controllato |
artificial neural network (ANN)
Grain weevil identification neural modelling classification winter wheat grain artificial neural network ferulic acid deoxynivalenol nivalenol MLP network sensitivity analysis precision agriculture machine learning similarity metric memory deep learning plant growth dynamic response root zone temperature dynamic model NARX neural networks hydroponics vegetation indices UAV neural network corn plant density corn canopy cover yield prediction CLQ GA-BPNN GPP-driven spectral model rice phenology EBK correlation filter crop yield prediction hybrid feature extraction recursive feature elimination wrapper artificial neural networks big data classification high-throughput phenotyping modeling predicting time series forecasting soybean food production paddy rice mapping dynamic time warping LSTM weakly supervised learning cropland mapping apparent soil electrical conductivity (ECa) magnetic susceptibility (MS) EM38 neural networks Phoenix dactylifera L. Medjool dates image classification convolutional neural networks transfer learning average degree of coverage coverage unevenness coefficient optimization high-resolution imagery oil palm tree CNN Faster-RCNN image identification agroecology weeds yield gap environment health crop models soil and plant nutrition automated harvesting model application for sustainable agriculture remote sensing for agriculture decision supporting systems neural image analysis |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557509803321 |
Kujawa Sebastian
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Biostimulants in Agriculture
| Biostimulants in Agriculture |
| Autore | Rouphael Youssef |
| Pubbl/distr/stampa | Frontiers Media SA, 2020 |
| Descrizione fisica | 1 electronic resource (659 p.) |
| Soggetto topico |
Science: general issues
Botany & plant sciences |
| Soggetto non controllato |
humic acids
mycorrhizal fungi nutrient use efficiency physiological and molecular mechanisms high-throughput phenotyping plant growth promoting rhizobacteria protein hydrolysates seaweed extracts |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557221803321 |
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Rouphael Youssef
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| Frontiers Media SA, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Genetics and Improvement of Forest Trees
| Genetics and Improvement of Forest Trees |
| Autore | Ide Yuji |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (328 p.) |
| Soggetto topico | Research & information: general |
| Soggetto non controllato |
early selection
stomatal characteristics water stress water relations specific leaf area Eucalyptus clones LTR-retrotransposon Ty3-gypsy Ty1-copia IRAP molecular markers bamboo Phyllostachys genetic diversity populations structure AMOVA central-marginal hypothesis cline Pinaceae trailing edge population Sakhalin fir sub-boreal forest gibberellin male strobilus induction transcriptome conifer Cryptomeria japonica linkage map male sterility marker-assisted selection C. fortunei differentially expressed genes phenylpropanoid metabolism candidate genes Camellia oleifera leaf senescence transcriptome analysis senescence-associated genes physiological characterization cpDNA next generation sequencing northern limit nucleotide diversity phylogeny In/Del SNP SSR Chinese fir heartwood secondary metabolites widely targeted metabolomics flavonoids amplicon sequencing AmpliSeq genomic selection Japanese cedar (Cryptomeria japonica) multiplexed SNP genotyping spatial autocorrelation error pine wood disease resistance to pine wood nematode inoculation test multisite cumulative temperature Pinus thunbergii Thujopsis dolabrata EST-SSR markers varieties population structure pine wilt disease Bursaphelenchus xylophilus genotype by environment interaction Japanese black pine variance component local adaptation silviculture seed zone tree improvement program breeding genotype × environment interaction mast seeding seed production thinning forest tree breeding high-throughput phenotyping epigenetics genotyping genomic prediction models quantitative trait locus breeding cycle Cryptomeria japonica var. sinensis demographic history RAD-seq ancient tree conservation infrared thermography chlorophyll fluorescence cumulative drought stress genetic conservation genetic management pine wood nematode pine wood nematode-Pinus thunbergii resistant trees |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557345103321 |
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Ide Yuji
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Plant Biodiversity and Genetic Resources
| Plant Biodiversity and Genetic Resources |
| Autore | Ebert Andreas W |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (672 p.) |
| Soggetto topico |
Research & information: general
Biology, life sciences |
| Soggetto non controllato |
climate change
combined drought and heat stress drought heat landraces maize Rhododendron conservation strategies genetic differentiation gene flow populations contraction AFLP genetic diversity invasive Poaceae population genetics range expansion genebanks forage germplasm grasses legumes seed storage conservation seed longevity seed germination monitoring regeneration pea landraces Amorgos Schinoussa DNA Barcoding ISSR genotyping HRM analysis powdery mildew ex situ conservation germination longevity plant genetic resources agrobiodiversity genebank genebank management seed physiology seed quality management Carthamus tinctorius genotyping by sequencing germplasm characterization GWAS oilseed crop DArT markers macadamia dendrogram principal coordinate analysis population structure wild species malnutrition food security vegetables genetic resources home gardens community seedbanks variety introduction vegetable breeding high-throughput phenotyping statistical modelling phenotypic breeding genomic selection Solanum chacoense stress tolerance Brassica oleracea diversity SNP atolls leafy vegetables non-communicable diseases (NCD) nutrition security mineral nutrients natural biofortification crop wild relatives biological features use local national and global efforts policy gene donors pre-breeding breeding cross-sectoral collaboration crop wild relatives (CWR) drylands Kitui county wild food plants Cyprus domestication microsatellites Vitis vinifera subsp. sativa Vitis vinifera subsp. Sylvestris Fraxinus spp manna local varieties nSSR cpSSR cytometry morphological traits documentation agricultural biodiversity wheat genome-wide association studies association mapping stripe rust anti-inflammatory activity antioxidants catechin Erodium crassifolium underutilized species agro-biodiversity centres of origin geographic distribution phylogenetic diversity useful plants Vavilov centres plant breeding climate change adaptation developing countries Punica protopunica Balf Punica granatum L. Punica genera Lythraceae nitrogen fixation symbiosis bean landrace PPB participatory breeding climate resilient Honduras banana desiccation tolerance Musa Papua New Guinea seed conservation seed storage behaviour crop diversity drought tolerance genetic approaches neglected and underutilized species plant genetic resources for food and agriculture access and benefit sharing multilateral system CGIAR nutrition data multi-sectoral collaboration payment for ecosystem services payment for environmental services agrobiodiversity conservation agricultural adaptation clonal crops collection management cryobiotechnology cryopreservation field collections field maintenance germplasm storage in vitro conservation recalcitrant seeds genetic erosion ex situ and in situ conservation diversification sustainability food and nutrition security crop genetic resources diagnostics germplasm crop breeding pathogen pest Plant Treaty phytosanitary regulations transboundary pests invasive species prevention quarantine seed seed health virus indexing |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557733703321 |
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Ebert Andreas W
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Plant Phenotyping and Phenomics for Plant Breeding
| Plant Phenotyping and Phenomics for Plant Breeding |
| Autore | Gustavo A. Lobos |
| Pubbl/distr/stampa | Frontiers Media SA, 2018 |
| Descrizione fisica | 1 electronic resource (369 p.) |
| Collana | Frontiers Research Topics |
| Soggetto non controllato |
software development
reverse phenomics forward phenomics phenotyping high-throughput phenotyping phenomics breeding |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910346755003321 |
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Gustavo A. Lobos
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| Frontiers Media SA, 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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