Article
Automation & Control Systems
Lorenzo Nespoli, Vasco Medici
Summary: This paper presents a computationally efficient algorithm for fitting multivariate boosted trees and proves that multivariate trees outperform univariate trees when there is prediction correlation. The algorithm also allows for arbitrary regularization of predictions to enforce properties like smoothness, consistency, and functional relations. Applications and numerical results related to forecasting and control are presented.
JOURNAL OF MACHINE LEARNING RESEARCH
(2022)
Article
Plant Sciences
Bishal G. Tamang, Song Li, Dhivyaa Rajasundaram, Suman Lamichhane, Takeshi Fukao
Summary: This study identified overlapping and stress-specific transcriptomic and hormonal responses in soybeans under submergence, drought, and recovery. The key overlapping mechanism for adaptation to both submergence and drought is an energy-saving strategy. Abscisic acid and ethylene are candidate hormones that coordinate transcriptomic energy-saving processes under both stresses, while auxin may be a signaling component for distinguishing submergence-specific regulation of the stress response.
Article
Plant Sciences
Zhipeng Qu, Yumei Tian, Xinyu Zhou, Xiaomei Li, Qi Zhou, Xiyue Wang, Shoukun Dong
Summary: This study found that exogenous sodium nitroprusside (SNP) improved the drought resistance of soybean leaves by increasing the NO content. It also affected the activity of nitrite reductase and nitrate reductase, as well as the activity of antioxidant enzymes and the content of osmomodulatory substances. This research provides a theoretical basis for improving drought-resistant cultivation of soybean.
Article
Plant Sciences
Elzbieta Wojcik-Gront, Dariusz Gozdowski, Adriana Derejko, Rafal Pudelko
Summary: The study aims to determine the most important agronomic and environmental variables in soybean production in Central and Eastern Europe, finding that soybean yield variability is mainly influenced by water availability to plants and physical soil properties.
Article
Environmental Sciences
Eric Opoku Mensah, Anders Raebild, Richard Asare, Christiana A. Amoatey, Bo Markussen, Kwadwo Owusu, Bismark Kwesi Asitoakor, Philippe Vaast
Summary: Climate models predict future challenges for cocoa production due to decreasing precipitation and increasing air temperature. This study examined the effects of shade and rainwater suppression on cocoa plants in Ghana, finding that shade increased soil moisture and improved performance, while rainwater suppression led to water stress. However, shade alone was not sufficient to counteract the negative effects of water stress.
SCIENCE OF THE TOTAL ENVIRONMENT
(2023)
Article
Biochemistry & Molecular Biology
Xiyue Wang, Shuang Song, Xin Wang, Jun Liu, Shoukun Dong
Summary: This study utilizes transcriptomic and metabolomic data to uncover the metabolic regulation mechanisms of soybean seedlings under drought stress. Candidate genes that may contribute to differences in drought resistance are identified, and a large number of flavonoids involved in drought response are discovered. The study deepens the understanding of soybean drought resistance mechanisms and provides references for soybean drought resistance breeding.
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
(2022)
Article
Agronomy
Grace A. A. Adegoye, Omolayo J. J. Olorunwa, Firas A. A. Alsajri, Charles H. H. Walne, Chaturika Wijewandana, Swatantra R. R. Kethireddy, Krishna N. N. Reddy, K. Raja Reddy
Summary: In humid climates, waterlogging during the reproductive stage can significantly affect soybean growth, physiology, and yields. This study investigated the effects of waterlogging and subsequent reoxygenation on the soybean cultivar 'Asgrow AG5332'. Results showed that prolonged waterlogging negatively affected chlorophyll index, water potential, stomatal conductance, and photosynthetic rate. Decreased photosynthesis, leaf area, and nutrient availability led to lower biomass and seed yield. Waterlogged plants also exhibited altered reflectance characteristics, indicating changes in chemistry and pigment content. Understanding and integrating the findings from this study can help develop improved cultivars for waterlogging-prone areas.
Article
Environmental Sciences
Hang Zhou, Xiaoyan Liang, Naijie Feng, Dianfeng Zheng, Deqiang Qi
Summary: Studying the drought stress mechanism in soybean roots at the cotyledon stage using uniconazole led to insights into soybean stress physiology. Uniconazole effectively alleviated inhibition on root growth, reduced lignification of vessels, and strengthened osmotic adjustment and antioxidant systems, while also impacting gene expression related to drought tolerance. This research provides valuable information on drought resistance mechanisms in legumes and the mitigative effects of uniconazole on drought stress.
ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
(2021)
Article
Environmental Sciences
Poulomi Ganguli, Avijit Majhi, Rohini Kumar
Summary: Drought poses significant challenges to global water security in a warming world. A global-scale synthesis of the multivariate drought risk considering interdependencies between drought attributes across disparate climate regimes is still lacking. Our study shows that multivariate drought hazard amplifies significantly considering dependence between drought duration and severity. Furthermore, we find disparate responses in the multivariate imprints of meteorological to hydrological droughts across climate types. Our study highlights the relevance of accounting for multivariate aspects of drought hazards to inform adaptation to water scarcity.
Article
Plant Sciences
Bingjie Xu, Chonglan Zheng, Ting Sun, Yue Wu, Mingjie He, Weiping Chen, Pei Zhang, Haidong Jiang
Summary: This study found that triadimefon application can alleviate the inhibitory effects of drought stress on soybean photosynthesis, increase RuBPCase activity, and regulate the carbohydrate balance of drought-stressed plants.
JOURNAL OF PLANT PHYSIOLOGY
(2023)
Article
Biology
Xingzhen Zhao, Zhangxiong Liu, Huihui Li, Yanjun Zhang, Lili Yu, Xusheng Qi, Huawei Gao, Yinghui Li, Lijuan Qiu
Summary: Drought stress inhibits seed germination and affects food security. This study identified loci and candidate genes related to drought tolerance in soybean during germination.
Article
Agronomy
Lia B. Olmedo Pico, Roxana Savin, Jeffrey R. Schussler, Tony J. Vyn
Summary: Differences in maize kernel weight are influenced by soil N availability and N assimilate supply to reproductive tissues. The study aimed to determine the key factors driving KW gains in different N and dry matter supply conditions. Five field experiments were conducted and the relationships between KW and various factors were analyzed using PCA and PLS. The results showed that final KW was positively correlated with vegetative-tissue N concentrations and stem biomass at different growth stages. Leaf and stem N contents during the critical period and stem DM during the effective grain filling period were found to be important in KW determination. Overall, N plays a dual role in determining KW at maturity through both leaf and stem N supply and dry matter allocation.
EUROPEAN JOURNAL OF AGRONOMY
(2023)
Article
Automation & Control Systems
Michele Peruzzi, David B. Dunson
Summary: This study proposes a Bayesian multivariate regression model based on spatial multivariate trees (SPAMTREES) that achieves scalability by assuming conditional independence. The model is illustrated using a real climate dataset, demonstrating its effectiveness.
JOURNAL OF MACHINE LEARNING RESEARCH
(2022)
Article
Agronomy
Lei Xu, Nengcheng Chen, Chao Yang, Chong Zhang, Hongchu Yu
Summary: The study developed a parametric multivariate drought index SPESMI, which shows advantages over two univariate and two multivariate drought indicators in integrated regional drought monitoring and agricultural impact assessment. The SPESMI index exhibits better correlation with wheat yield for most cities within Henan province, China, compared to other drought indices. The SPESMI integrates drought information from meteorological and hydrological conditions and suggests more severe and frequent droughts under climate change relative to historical periods.
AGRICULTURAL AND FOREST METEOROLOGY
(2021)
Article
Plant Sciences
Tahir Mahmood, Rashid Mehmood Rana, Sunny Ahmar, Saima Saeed, Asma Gulzar, Muhammad Azam Khan, Fahad Masoud Wattoo, Xiukang Wang, Ferdinando Branca, Freddy Mora-Poblete, Gabrielle Sousa Mafra, Xionming Du
Summary: Drought stress has a significant impact on the growth and pungency of pepper fruit, with water availability during flowering and pod formation stages being crucial for yield and pepper quality.
Article
Environmental Sciences
Zhang Dan, Zheng Haifeng, Ren Zhibin, Zhai Chang, Shen Guoqiang, Mao Zhixia, Wang Peijiang, He Xingyuan
CHINESE GEOGRAPHICAL SCIENCE
(2015)
Article
Plant Sciences
Zhibin Ren, Haifeng Zheng, Xingyuan He, Dan Zhang, Xingyang Yu, Guoqiang Shen
URBAN FORESTRY & URBAN GREENING
(2015)
Article
Biodiversity Conservation
Dan Zhang, Haifeng Zheng, Xingyuan He, Zhibin Ren, Chang Zhai, Xingyang Yu, Zhixia Mao, Peijiang Wang
Article
Biodiversity Conservation
Haifeng Zheng, Guoqiang Shen, Linyuan Shang, Xianguo Lv, Qiang Wang, Neil McLaughlin, Xingyuan He
BIOLOGICAL CONSERVATION
(2016)
Article
Green & Sustainable Science & Technology
Yan Ma, Liding Chen, Xinfeng Zhao, Haifeng Zheng, Yihe Lu
INTERNATIONAL JOURNAL OF SUSTAINABLE DEVELOPMENT AND WORLD ECOLOGY
(2009)
Article
Agriculture, Multidisciplinary
H. F. Zheng, L. D. Chen, X. Z. Han
JOURNAL OF AGRICULTURAL SCIENCE
(2009)
Article
Environmental Sciences
Ren Zhibin, Zheng Haifeng, He Xingyuan, Zhang Dan, Yu Xingyang
JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING
(2015)
Article
Geosciences, Multidisciplinary
Xingyang Yu, Xingyuan He, Haifeng Zheng, Ruichao Guo, Zhibin Ren, Dan Zhang, Jixiang Lin
Article
Agronomy
Haifeng Zheng, Liding Chen, Xiaozeng Han
PLANT PRODUCTION SCIENCE
(2009)
Article
Environmental Sciences
Haifeng Zheng, Guoqiang Shen, Xingyuan He, Xingyang Yu, Zhibin Ren, Dan Zhang
REGIONAL ENVIRONMENTAL CHANGE
(2015)
Article
Meteorology & Atmospheric Sciences
Haifeng Zheng, Neil B. McLaughlin, Xingyuan He, Xingyang Yu, Zhibin Ren, Dan Zhang
THEORETICAL AND APPLIED CLIMATOLOGY
(2013)
Article
Agriculture, Multidisciplinary
H. F. Zheng, L. D. Chen, X. Z. Han
CROP & PASTURE SCIENCE
(2011)
Article
Forestry
Zhibin Ren, Xingyuan He, Haifeng Zheng, Dan Zhang, Xingyang Yu, Guoqiang Shen, Ruichao Guo
Article
Agriculture, Multidisciplinary
Haifeng Zheng, Liding Chen, Xiaozeng Han, Yan Ma, Xinfeng Zhao
AFRICAN JOURNAL OF AGRICULTURAL RESEARCH
(2010)