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Uncertainty quantification (UQ) is a mainstream research topic in applied mathematics and statistics. To identify UQ problems, diverse modern techniques for large and complex data analyses have been developed in applied mathematics, computer science, and statistics. This Special Issue of Mathematics (ISSN 2227-7390) includes diverse modern data analysis methods such as skew-reflected-Gompertz information quantifiers with application to sea surface temperature records, the performance of variable selection and classification via a rank-based classifier, two-stage classification with SIS using a new filter ranking method in high throughput data, an estimation of sensitive attribute applying geometric distribution under probability proportional to size sampling, combination of ensembles of regularized regression models with resampling-based lasso feature selection in high dimensional data, robust linear trend test for low-coverage next-generation sequence data controlling for covariates, and comparing groups of decision-making units in efficiency based on semiparametric regression.
Kullback–Leibler divergence --- geometric distribution --- accuracy --- AUROC --- allele read counts --- mixture model --- low-coverage --- entropy --- gene-expression data --- SCAD --- data envelopment analysis --- LASSO --- high-throughput --- sandwich variance estimator --- adaptive lasso --- semiparametric regression --- ?1 lasso --- Laplacian matrix --- elastic net --- feature selection --- sea surface temperature --- gene expression data --- Skew-Reflected-Gompertz distribution --- lasso --- next-generation sequencing --- BH-FDR --- stochastic frontier model --- ?2 ridge --- geometric mean --- resampling --- Gompertz distribution --- adapative lasso --- group efficiency comparison --- sensitive attribute --- MCP --- probability proportional to size (PPS) sampling --- randomization device --- SIS --- Yennum et al.’s model --- ensembles
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Several of the 17 papers in this volume represent diverse strategies for improving sustainability in crop production systems. The maintenance of soil quality and the reclamation of marginal soils, improving tolerance to saline irrigation water, biodegradable alternatives to black plastic mulch, use of natural plant extracts against bacterial disease, and development of cultivars resistant to herbivorous arthropods address urgent priorities in sustainable systems. Two papers examine the driving forces and effects of adopting innovative agricultural technologies in food value chains in underdeveloped regions of the world, and identification of new Asian vegetable crop species for European environments and markets. Three papers reported on managing fruit set and ripening in important fruit crop species like orange, apple, and plum. Postharvest techniques to reduce disease and maintain fruit nutraceutical content were reported in separate papers. Classification techniques, conservation and utilization of unique plant species, and in vitro propagation techniques of species with potential horticultural value were described in four papers.
Research & information: general --- Biology, life sciences --- Technology, engineering, agriculture --- grapes --- fruit quality --- SO2 --- Botrytis cinerea --- rots --- fruit drop --- sustainable systems --- fungicides --- Alternaria alternata --- value chain analysis --- innovations --- adaptive lasso --- propensity score matching --- Tanzania --- genetic resistance --- natural allelochemicals --- organic production --- plant defense --- Induced resistance --- polyphenol oxidase --- peroxidase --- plant extract --- bacterial spot --- agronomy --- sustainability --- organic fertilizer --- crop productivity --- soil acidification --- soil organic matter --- pyrolysis --- microbial activity --- health --- aging population --- consumption of fruit and vegetables --- diversification --- market trend --- Korean ginseng sprout --- Ssamchoo --- Peucedanum japonicum --- Aralia elata (Miq.) Seem --- sustainable agriculture --- marketable production --- antioxidant molecules --- mineral content --- strawberry --- weed biomass --- in vitro multiplication --- alpine strawberry --- TDZ --- BA --- IBA --- non-runnering --- shoot explant --- European plum (Prunus domestica L.) --- alternate bearing --- crop load management (CLM) --- mechanical thinning --- reducing chemical input --- circle --- ellipse --- lens --- morphology --- oval --- seed shape --- superellipse --- Cycas --- determinate growth --- dichotomous branch --- isotomous branch --- sexual dimorphism --- Zamia --- Bowenia --- Ceratozamia --- Cycadaceae --- Dioon --- Encephalartos --- leaf element composition --- leaf tissue analysis --- Lepidozamia --- Macrozamia --- Stangeria --- Zamiaceae --- Solanum lycopersicum --- Capsicum annuum --- seedlings --- vegetable nursery --- transplant production --- salinity --- abiotic stress --- plant growth regulators --- GA3 --- anthocyanin --- ascorbic acid --- drying method --- phenol --- phytochemical --- raspberry --- apple (Malus domestica Borkh.) --- colouration --- Envy, Extenday® --- Fuji --- Jazz --- light reflection --- PAL-Phenylalanine-amminia-lyase --- reflective mulch --- shading --- Citrus sinensis (L.) Osb. --- rootstocks --- maturation index --- citrus color index --- grapes --- fruit quality --- SO2 --- Botrytis cinerea --- rots --- fruit drop --- sustainable systems --- fungicides --- Alternaria alternata --- value chain analysis --- innovations --- adaptive lasso --- propensity score matching --- Tanzania --- genetic resistance --- natural allelochemicals --- organic production --- plant defense --- Induced resistance --- polyphenol oxidase --- peroxidase --- plant extract --- bacterial spot --- agronomy --- sustainability --- organic fertilizer --- crop productivity --- soil acidification --- soil organic matter --- pyrolysis --- microbial activity --- health --- aging population --- consumption of fruit and vegetables --- diversification --- market trend --- Korean ginseng sprout --- Ssamchoo --- Peucedanum japonicum --- Aralia elata (Miq.) Seem --- sustainable agriculture --- marketable production --- antioxidant molecules --- mineral content --- strawberry --- weed biomass --- in vitro multiplication --- alpine strawberry --- TDZ --- BA --- IBA --- non-runnering --- shoot explant --- European plum (Prunus domestica L.) --- alternate bearing --- crop load management (CLM) --- mechanical thinning --- reducing chemical input --- circle --- ellipse --- lens --- morphology --- oval --- seed shape --- superellipse --- Cycas --- determinate growth --- dichotomous branch --- isotomous branch --- sexual dimorphism --- Zamia --- Bowenia --- Ceratozamia --- Cycadaceae --- Dioon --- Encephalartos --- leaf element composition --- leaf tissue analysis --- Lepidozamia --- Macrozamia --- Stangeria --- Zamiaceae --- Solanum lycopersicum --- Capsicum annuum --- seedlings --- vegetable nursery --- transplant production --- salinity --- abiotic stress --- plant growth regulators --- GA3 --- anthocyanin --- ascorbic acid --- drying method --- phenol --- phytochemical --- raspberry --- apple (Malus domestica Borkh.) --- colouration --- Envy, Extenday® --- Fuji --- Jazz --- light reflection --- PAL-Phenylalanine-amminia-lyase --- reflective mulch --- shading --- Citrus sinensis (L.) Osb. --- rootstocks --- maturation index --- citrus color index
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Several of the 17 papers in this volume represent diverse strategies for improving sustainability in crop production systems. The maintenance of soil quality and the reclamation of marginal soils, improving tolerance to saline irrigation water, biodegradable alternatives to black plastic mulch, use of natural plant extracts against bacterial disease, and development of cultivars resistant to herbivorous arthropods address urgent priorities in sustainable systems. Two papers examine the driving forces and effects of adopting innovative agricultural technologies in food value chains in underdeveloped regions of the world, and identification of new Asian vegetable crop species for European environments and markets. Three papers reported on managing fruit set and ripening in important fruit crop species like orange, apple, and plum. Postharvest techniques to reduce disease and maintain fruit nutraceutical content were reported in separate papers. Classification techniques, conservation and utilization of unique plant species, and in vitro propagation techniques of species with potential horticultural value were described in four papers.
grapes --- fruit quality --- SO2 --- Botrytis cinerea --- rots --- fruit drop --- sustainable systems --- fungicides --- Alternaria alternata --- value chain analysis --- innovations --- adaptive lasso --- propensity score matching --- Tanzania --- genetic resistance --- natural allelochemicals --- organic production --- plant defense --- Induced resistance --- polyphenol oxidase --- peroxidase --- plant extract --- bacterial spot --- agronomy --- sustainability --- organic fertilizer --- crop productivity --- soil acidification --- soil organic matter --- pyrolysis --- microbial activity --- health --- aging population --- consumption of fruit and vegetables --- diversification --- market trend --- Korean ginseng sprout --- Ssamchoo --- Peucedanum japonicum --- Aralia elata (Miq.) Seem --- sustainable agriculture --- marketable production --- antioxidant molecules --- mineral content --- strawberry --- weed biomass --- in vitro multiplication --- alpine strawberry --- TDZ --- BA --- IBA --- non-runnering --- shoot explant --- European plum (Prunus domestica L.) --- alternate bearing --- crop load management (CLM) --- mechanical thinning --- reducing chemical input --- circle --- ellipse --- lens --- morphology --- oval --- seed shape --- superellipse --- Cycas --- determinate growth --- dichotomous branch --- isotomous branch --- sexual dimorphism --- Zamia --- Bowenia --- Ceratozamia --- Cycadaceae --- Dioon --- Encephalartos --- leaf element composition --- leaf tissue analysis --- Lepidozamia --- Macrozamia --- Stangeria --- Zamiaceae --- Solanum lycopersicum --- Capsicum annuum --- seedlings --- vegetable nursery --- transplant production --- salinity --- abiotic stress --- plant growth regulators --- GA3 --- anthocyanin --- ascorbic acid --- drying method --- phenol --- phytochemical --- raspberry --- apple (Malus domestica Borkh.) --- colouration --- Envy, Extenday® --- Fuji --- Jazz --- light reflection --- PAL—Phenylalanine-amminia-lyase --- reflective mulch --- shading --- Citrus sinensis (L.) Osb. --- rootstocks --- maturation index --- citrus color index --- n/a --- PAL-Phenylalanine-amminia-lyase
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