11 citations · 30 across the 17 of their papers we have counts for
7 papers · 1 filter
Electoral David vs Goliath: How does the Spatial Concentration of Electors affect District-based Elections?
Adway Mitra
Many democratic countries use district-based elections where there is a "seat" for each district in the governing body. In each district, the party whose candidate gets the maximum…
Spatio-temporal Patterns of Indian Monsoon Rainfall
Adway Mitra, Amit Apte, Rama Govindarajan +2
The primary objective of this paper is to analyze a set of canonical spatial patterns that approximate the daily rainfall across the Indian region, as identified in the companion p…
A Discrete View of the Indian Monsoon to Identify Spatial Patterns of Rainfall
Adway Mitra, Amit Apte, Rama Govindarajan +2
We propose a representation of the Indian summer monsoon rainfall in terms of a probabilistic model based on a Markov Random Field, consisting of discrete state variables represent…
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…
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…
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…