11 citations · 30 across the 17 of their papers we have counts for
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stat.AP2017
Identifying Coherent Anomalies in Multi-Scale Spatio-Temporal Data using Markov Random Fields
Adway Mitra
Many physical processes involve spatio-temporal observations, which can be studied at different spatial and temporal scales. For example, rainfall data measured daily by rain gauge…
stat.AP2017
Bayesian approach to Spatio-temporally Consistent Simulation of Daily Monsoon Rainfall over India
Adway Mitra
Simulation of rainfall over a region for long time-sequences can be very useful for planning and policy-making, especially in India where the economy is heavily reliant on monsoon…
stat.AP2017
Detection of Spatiotemporally Coherent Rainfall Anomalies Using Markov Random Fields
Adway Mitra, Ashwin K. Seshadri
Precipitation is a large-scale, spatio-temporally heterogeneous phenomenon, with frequent anomalies exhibiting unusually high or low values. We use Markov Random Fields (MRFs) to d…