Author

M. Kumari

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Open access 2022

MULTISPECTRAL IMAGE BASED WATER QUALITY ASSESSMENT OF AQUACULTURE PONDS USING FIELD MEASUREMENTS AND MACHINE LEARNING

Aquaculture ponds require regular water-quality monitoring, but conventional field and laboratory measurements provide limited spatial coverage and are difficult to repeat across a large number of ponds. This study proposes a multispectral image-based framework for water-quality assessment of aquaculture ponds in Harya...

M. Kumari, Madhu Nimesh · European Chemical Bulletin · 0 citations

Open access Aug 2026

ESTIMATION OF HETEROSIS FOR YIELD TRAITS IN BOTTLE GOURD [LAGENARIA SICERARIA (MOL.) STANDL.] UNDER DIFFERENT ENVIRONMENTAL CONDITIONS

The current study was conducted to quantify heterosis for important yield characteristics in bottle gourd. Six genetically dissimilar inbred genotypes were crossed through full diallel mating scheme generating 30 F₁ hybrids that, together with parents and a commercial check 'Kashi Ganga', were tested in three environme...

S. Verma, R. Verma, Amrita Kumari et al. · Genetics and Molecular Resea... · 0 citations