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Soil carbon and its associate resilience using big data analytics: For food Security and environmental management 期刊论文
发表期刊: TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE. 出版年: 2021, 卷号: 169
作者:  Hinge, Gilbert;  Surampalli, Rao Y.;  Goyal, Manish Kumar;  Gupta, Brij B.;  Chang, Xiaojun
收藏  |  浏览/下载：10/0  |  提交时间：2021/07/30
Climatic variables  Big data analytics  Security  Copula  Resilience  Soil organic carbon  
Big data and environmental sustainability based integrated framework for isotope hydrology applications in India 期刊论文
发表期刊: ENVIRONMENTAL TECHNOLOGY & INNOVATION. 出版年: 2021, 卷号: 24
作者:  Keesari, Tirumalesh;  Goyal, Manish Kumar;  Gupta, Brij;  Kumar, Nikhil;  Roy, Anndasankar;  Sinha, Uday Kumar;  Surampalli, Rao Y.;  Zhang, Tian C.;  Goyal, Ravi Kumar
收藏  |  浏览/下载：8/0  |  提交时间：2021/11/19
Isotopes  Hydrology  Groundwater recharge  Surface water-groundwater interaction  Groundwater pollution  Spring  Precipitation  
Impact of Climate Change on Water Resources in India 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL ENGINEERING. 出版年: 2018, 卷号: 144, 期号: 7
作者:  Goyal, Manish Kumar;  Surampalli, Rao Y.
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Climate change  India  Precipitation  Temperature  Runoff  
Evaluation of Rule and Decision Tree Induction Algorithms for Generating Climate Change Scenarios for Temperature and Pan Evaporation on a Lake Basin 期刊论文
发表期刊: JOURNAL OF HYDROLOGIC ENGINEERING. 出版年: 2014, 卷号: 19, 期号: 4, 页码: 828-835
作者:  Goyal, Manish Kumar;  Ojha, C. S. P.
Adobe PDF(804Kb)  |  收藏  |  浏览/下载：31/12  |  提交时间：2019/11/29
India  Pichola Lake  Climate change  Statistical downscaling  Intergovernmental Panel on Climate Change (IPCC) scenarios  
Downscaling of precipitation on a lake basin: evaluation of rule and decision tree induction algorithms 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2012, 卷号: 43, 期号: 3, 页码: 215-230
作者:  Goyal, Manish Kumar;  Ojha, C. S. P.
收藏  |  浏览/下载：22/0  |  提交时间：2019/11/29
downscaling  IPCC SRES  M5  machine learning algorithms  precipitation  
Downscaling of surface temperature for lake catchment in an arid region in India using linear multiple regression and neural networks 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF CLIMATOLOGY. 出版年: 2012, 卷号: 32, 期号: 4, 页码: 552-566
作者:  Goyal, Manish Kumar;  Ojha, C. S. P.
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/29
artificial neural network  downscaling  maximum and minimum temperature  regression  climate change  IPCC SRES scenarios  
Evaluation of linear regression methods as downscaling tools in temperature projections over the Pichola Lake Basin in India 期刊论文
发表期刊: HYDROLOGICAL PROCESSES. 出版年: 2011, 卷号: 25, 期号: 9, 页码: 1453-1465
作者:  Goyal, Manish Kumar;  Ojha, C. S. P.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/29
GCM  predictors  regression  scales  temperature  VIP score  
PLS regression-based pan evaporation and minimum-maximum temperature projections for an arid lake basin in India 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2011, 卷号: 105, 期号: 3-4, 页码: 403-415
作者:  Goyal, Manish Kumar;  Ojha, C. S. P.
Adobe PDF(818Kb)  |  收藏  |  浏览/下载：6/1  |  提交时间：2019/11/29
Robust weighted regression as a downscaling tool in temperature projections 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF GLOBAL WARMING. 出版年: 2010, 卷号: 2, 期号: 3, 页码: 234-251
作者:  Goyal, Manish Kumar;  Ojha, C. S. P.
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/29
LOWESS regression  robust  VIP score  temperature