Achary V, Reddy MK (2021) CRISPR/Cas9 mediated mutation in GRAIN WIDTH and WEIGHT2 (GW2) locus improves aleurone layer and grain nutritional quality in rice. Sci Rep 11:1–3
Aggarwal S, Suchithra M, Chandramouli N, Sarada M, Verma A, Vetrithangam D, Pant B, AmbachewAdugna B (2022) Rice disease detection using artificial intelligence and machine learning techniques to improvise agro-business. Sci Program 2022:784
Alfred R, Obit JH, Chin CP, Haviluddin H, Lim Y (2021) Towards paddy rice smart farming: a review on big data, machine learning, and rice production tasks. IEEE Access 9:50358–50380
Attri I, Awasthi LK, Sharma TP (2023) Machine learning in agriculture: a review of crop management applications. Multimedia Tools Appl 1:1–41
Barros J, Escamilla-Trevino L, Song L, Rao X, Serrani-Yarce JC, Palacios MD, Engle N, Choudhury FK, Tschaplinski TJ, Venables BJ, Mittler R (2019) 4-Coumarate 3-hydroxylase in the lignin biosynthesis pathway is a cytosolic ascorbate peroxidase. Nat Commun 10:1–1
Chen J, Liu X, Liu S, Fan X, Zhao L, Song M, Fan X, Xu G (2020) Co-Overexpression of OsNAR2. 1 and OsNRT2. 3a increased agronomic nitrogen use efficiency in transgenic rice plants. Front Plant Sci 1245:859
Chen J, Tam CY, Cheung K, Wang Z, Murakami H, Lau NC, Garner ST, Xiao Z, Choy CW, Wang P (2021) Changing impacts of tropical cyclones on east and southeast Asian inland regions in the past and a globally warmed future climate. Front Earth Sci 9:769005
Cheon KS, Jeong YM, Oh H, Oh J, Kang DY, Kim N, Lee E, Baek J, Kim SL, Choi I, Yoon IS (2020) Development of 454 new Kompetitive Allele-Specific PCR (KASP) markers for temperate japonica rice varieties. Plants 9:1531
Article CAS PubMed PubMed Central Google Scholar
Chergui N, Kechadi MT (2022) Data analytics for crop management: a big data view. J Big Data 9:1–37
Chigira K, Kojima N, Yamasaki M, Yano K, Adachi S, Nomura T, Jiang M, Katsura K, Ookawa T (2020) Landraces of temperate japonica rice have superior alleles for improving culm strength associated with lodging resistance. Sci Rep 10:19855. https://doi.org/10.1038/s41598-020-76949-8
Article CAS PubMed PubMed Central Google Scholar
Chigira K, Yamasaki M, Adachi S, Nagano AJ, Ookawa T (2023) Identification of novel quantitative trait loci for culm thickness of rice derived from strong-culm landrace in Japan, Omachi. Rice 16(1):4
Article CAS PubMed PubMed Central Google Scholar
Chithrameenal K, Alagarasan G, Raveendran M, Robin S, Meena S, Ramanathan A, Ramalingam J (2018) Genetic enhancement of phosphorus starvation tolerance through marker assisted introgression of OsPSTOL1 gene in rice genotypes harbouring bacterial blight and blast resistance. PLoS ONE 13(9):e0204144
Article PubMed PubMed Central Google Scholar
Cho SH, Kang K, Lee SH, Lee IJ, Paek NC (2016) OsWOX3A is involved in negative feedback regulation of the gibberellic acid biosynthetic pathway in rice (Oryza sativa). J Exp Bot 67:1677–1687
Article CAS PubMed PubMed Central Google Scholar
Chu Y, Xu N, Wu Q, Yu B, Li X, Chen R, Huang J (2019) Rice transcription factor OsMADS57 regulates plant height by modulating gibberellin catabolism. Rice 12:1–4
Cui Y, Hu X, Liang G, Feng A, Wang F, Ruan S, Dong G, Shen L, Zhang B, Chen D, Zhu L, Hu J, Lin Y, Guo L, Matsuoka M, Qian Q (2020) Production of novel beneficial alleles of a rice yield-related QTL by CRISPR/Cas9. Plant Biotechnol J 18:1987–1999. https://doi.org/10.1111/pbi.13370
Article CAS PubMed PubMed Central Google Scholar
Deng Y, Zhai K, Xie Z, Yang D, Zhu X, Liu J, Wang X, Qin P, Yang Y, Zhang G, Li Q (2017) Epigenetic regulation of antagonistic receptors confers rice blast resistance with yield balance. Science 355:962–965
Article CAS PubMed Google Scholar
Dixit S, Grondin A, Lee CR, Henry A, Olds TM, Kumar A (2015) Understanding rice adaptation to varying agro-ecosystems: trait interactions and quantitative trait loci. BMC Genet 16:1–4
Fan C, Feng S, Huang J, Wang Y, Wu L, Li X, Wang L, Tu Y, Xia T, Li J, Cai X (2017) AtCesA8-driven OsSUS3 expression leads to largely enhanced biomass saccharification and lodging resistance by distinctively altering lignocellulose features in rice. Biotechnol Biofuels 10:1–2
Fang Z, Ji Y, Hu J, Guo R, Sun S, Wang X (2020) Strigolactones and brassinosteroids antagonistically regulate the stability of the D53–OsBZR1 complex to determine FC1 expression in rice tillering. Mol Plant 13:586–597
Article CAS PubMed Google Scholar
Gill T, Gill SK, Saini DK, Chopra Y, de Koff JP, Sandhu KS (2022) A comprehensive review of high throughput phenotyping and machine learning for plant stress phenotyping. Phenomics 2:156–183
Article PubMed PubMed Central Google Scholar
Golfier P, Unda F, Murphy EK, Xie J, He F, Zhang W, Mansfield SD, Rausch T, Wolf S (2019) Distinct and overlapping functions of Miscanthus sinensis MYB transcription factors SCM1 and MYB103 in lignin biosynthesis. bioRxiv 2019:629709
Gupte VP, Manonmani S, Nivedha R, Suresh R, Kumar GS, Raveendran M (2023) Genetic diversity studies and identification of donors for lodging resistance in rice (Oryza sativa L.). Electron. J. Plant Breed. 14(3):1158–1166
He C, Ma J, Wang L (2015) A hemicellulose-bound form of silicon with potential to improve the mechanical properties and regeneration of the cell wall of rice. New Phytol 206:1051–1062
Article CAS PubMed Google Scholar
He J, Liu Y, Yuan D, Duan M, Liu Y, Shen Z, Yang C, Qiu Z, Liu D, Wen P, Huang J, Fan D, Xiao S, Xin Y, Chen X, Jiang L, Wang H, Yuan L, Wan J (2020) An R2R3 MYB transcription factor confers brown planthopper resistance by regulating the phenylalanine ammonia-lyase pathway in rice. Proc Natl Acad Sci USA 117:271–277. https://doi.org/10.1073/pnas.1902771116
Article CAS PubMed Google Scholar
Huang J, Xia T, Li G, Li X, Li Y, Wang Y, Wang Y, Chen Y, Xie G, Bai FW, Peng L (2019) Overproduction of native endo-β-1, 4-glucanases leads to largely enhanced biomass saccharification and bioethanol production by specific modification of cellulose features in transgenic rice. Biotechnol Biofuels 12:1–5
IsaacRitharson P, Raimond K, AnithaMary X, Robert JE, Andrew J (2024) DeepRice: a deep learning and deep feature-based classification of Rice leaf disease subtypes. Artif Intell Agric 11(24):34–49. https://doi.org/10.1016/j.aiia.2023.11.001
Jahne F, Hahn V, Würschum T, Leiser WL (2020) Speed breeding short-day crops by LED-controlled light schemes. Theor Appl Genet 133(8):2335–2342. https://doi.org/10.1007/s00122-020-03601-4
Article CAS PubMed PubMed Central Google Scholar
Jan A, Yang G, Nakamura H, Ichikawa H, Kitano H, Matsuoka M, Matsumoto H, Komatsu S (2004) Characterization of a xyloglucan endotransglucosylase gene that is up-regulated by gibberellin in rice. Plant Physiol 136:3670–3681
Article CAS PubMed PubMed Central Google Scholar
Jeon YA, Kang YJ, Shim KC, Lee HS, Xin L, Kang JW, Ahn SN (2018) Genetic analysis and mapping of genes for culm length and internode diameter in progeny from an interspecific cross in rice. Plant Breed Biotechnol 6:140–146
Kabade PG, Dixit S, Singh UM, Alam S, Bhosale S, Kumar S, Singh SK, Badri J, Gopala Varma NR, Chetia S, Singh R, Pradhan SK, Banerjee S, Deshmukh R, Singh SP, Kalia S, Sharma TR, Singh S, Bhardwaj H et al (2023) SpeedFlower: a comprehensive speed breeding protocol for indica and japonica rice. Plant Biotechnol J. https://doi.org/10.1111/pbi.14245
Kashiwagi T (2022) Novel QTL for lodging resistance, PRL4, improves physical properties with high non-structural carbohydrate accumulation of basal culms in rice (Oryza sativa L.). Euphytica 218(6):83
Kim SR, Ramos JM, Hizon RJ, Ashikari M, Virk PS, Torres EA, Nissila E, Jena KK (2018) Introgression of a functional epigenetic OsSPL 1 4 WFP allele into elite Indica rice genomes greatly improved panicle traits and grain yield. Sci Rep 8:1–2
Kim SL, Kim N, Lee H, Lee E, Cheon KS, Kim M, Baek J, Choi I, Ji H, Yoon IS, Jung KH (2020) High-throughput phenotyping platform for analyzing drought tolerance in rice. Planta 252:238
Koc E, Karayigit B (2022) Assessment of biofortification approaches used to improve micronutrient-dense plants that are a sustainable solution to combat hidden hunger. J Soil Sci Plant Nutr 22:475–500. https://doi.org/10.1007/s42729-021-00663-1
Article CAS PubMed Google Scholar
Lacchini E, Kiegle E, Castellani M, Adam H, Jouannic S, Gregis V, Kater MM (2020) CRISPR-mediated accelerated domestication of African rice landraces. PLoS ONE 15:e0229782
Article CAS PubMed PubMed Central Google Scholar
Lam PY, Tobimatsu Y, Matsumoto N, Suzuki S, Lan W, Takeda Y, Yamamura M, Sakamoto M, Ralph J, Lo C, Umezawa T (2019) OsCAldOMT1 is a bifunctional O-methyltransferase involved in the biosynthesis of tricin-lignins in rice cell walls. Sci Rep 9:1–3
Lee J, Moon S, Jang S, Lee S, An G, Jung KH, Park SK (2020) OsbHLH073 negatively regulates internode elongation and plant height by modulating GA homeostasis in rice. Plants 9:547
Article CAS PubMed PubMed Central Google Scholar
Li M, Xiong G, Li R, Cui J, Tang D, Zhang B, Pauly M, Cheng Z, Zhou Y (2009) Rice cellulose synthase-like D4 is essential for normal cell-wall biosynthesis and plant growth. Plant J 60:1055–1069
Article CAS PubMed Google Scholar
Li W, Zhu Z, Chern M, Yin J, Yang C, Ran L, Cheng M, He M, Wang K, Wang J, Zhou X (2017) A natural allele of a transcription factor in rice confers broad-spectrum blast resistance. Cell 170:114–126
留言 (0)