Roy Reseach

Professor Sen Roy's research and teaching interests center on Climatology, spatial analysis, and crime patterns. Her work focuses on spatio-temporal patterns of climate processes across various regions, including the Indian subcontinent, South Africa, China, and USA, using advanced geo-statistical techniques to analyze trends in climatic variables. In addition, she has recently started working on crime patterns in south Florida. Her research projects include:

  • Impacts of global teleconnections on the summer precipitation in India; trends in the occurrence of extreme precipitation events in India;
  • Diurnal patterns in the timing of winter precipitation in the United States;
  • Impacts of cloud cover on diurnal temperature ranges.
  • Impacts of green Revolution induced land use changes on air temperatures and precipitation in India.
  • Trends in daily and hourly extreme precipitation and temperatures in India and South Africa
  • Spatial characteristics of Urban Heat Island (UHI) and air pollution in Delhi, Hong Kong, and Beijing
  • Spatial patterns of real estate values in the context of sea level rise in the City of Miami Beach
  • Spatial analysis of traffic accidents and crime in Miami metropolitan area

Her research have been published in The International Journal of Climatology, Physical Geography, Monthly Weather Review, Geophysical Research Letters, and Journal of Geophysical Research, Weather and Climate Extremes, British Journal of Criminology, European Journal of Criminal Policy and Research, The Professional Geographer, and Applied Geography.

College of Arts and Sciences. University of Miami. 2018. A Fulbright Future.

Times of India. 2020. ‘High levels of fluoride and nitrate in Delhi groundwater’ Accessed on November 2, 2020:

College of Arts and Sciences. University of Miami. 2021. Uber trips in and around South Florida.

College of Arts and Sciences. University of Miami. 2021. New app tracks human mobility and COVID-19.

EurekAlert. New app tracks human mobility and COVID-19.  2021.

Campo, D. E. 2021. New app tracks human mobility and COVID-19. 2021.

GCN. Web app visualizes intersection of COVID, government policies and mobility. 2021.

EJCentral. ODesarrollan app para monitorear movilidad y contagios de Covid-19. 2021.

Lawton, G. 2022. Russian tanks are devastating an idyllic Ukrainian wetland wilderness.

Researcher. 2022. An interview with Prof. Shouraseni Sen Roy on ‘Spatial patterns of malaria incidence in India: 1995–2013’


General Research Support Awards (GRSA), University of Miami, award for “Urban Heat Islands and their Spatio-Temporal Characteristics: A Case Study of Delhi Metropolitan Region” for $4,000


Miami Consortium for Urban Studies (MICUS), University of Miami, award for pilot study “Spatial characteristics of Urban Heat Island over Delhi Metropolitan Region” for $4,388


Committee for Research and Exploration of the National Geographic Society grant for “Urban Heat Islands in the Delhi Metropolitan Area in the context of climate change: A spatio temporal analysis” for $10,120



Provost Research Award, University of Miami, award for “Analysis of spatial patterns of long term temperature trends across the Indian subcontinent”, for $15,814



Provost Research Award, University of Miami, award for “Spatial Patterns and Effects of Long-term Indian Temperature Trends (SPELITT)” for $17,000


The National Institutes of Health “Outdoor Resting and Sugar Feeding Behaviors of African Malaria Vectors” Amount: $541,425. Role: Investigator (J.C. Beier, PI). Duration: March 2013 – February 2016. Effort: 0.2 summer month per year.


SEEDS You Choose Leadership application for a research field trip to collect data in the field of gender inequalities/inequities and climate change in Delhi, $2,500.


Anne U. White Fund Grant, AAG for $1,200 to conduct fieldwork in India Linking Gender Inequalities/Inequities with Impacts of Climate Change in the Global South


2017 AAG Research Grants for $500 to collect station level groundwater data in India Spatial Patterns of Groundwater Depletion across the Indian Subcontinent


2018-19 Fulbright Nehru U.S. Scholar Grant to conduct research in India on “Impacts of Urbanization on Groundwater Status: A Study of two Mega Cities in India.”


2021 Fulbright Specialist Assignment to Colombia at Universidad Nacional de Colombia


2021-2022 University of Miami Fellowship in the Arts & Humanities Award to conduct fieldwork in India, $7497.


2021-2022 U-LINK Resilience Challenge “Multidimensional Resilience of Port Miami: Collaborative Engagement, Interdisciplinary Assessment, and an Educational “Port Hub”” $89,495.


2021-23 Senior Short-term Fellowship, American Institute of Indian Studies, University of Chicago “Living on the Edge: Resilience in the face of climate change in the Indian Sundarban Delta (ISD).”


2022-2027 Large-scale CoPe: Reducing Climate Risks with Equitable Nature-based Solutions: Engaging Communities on Reef-Lined Coasts. Funding Opportunity: NSF 21-613 Coastlines and People. Award Number (FAIN): 2209284. Start Date: 09/01/2022; End Date: 08/31/2027.


  1. Books and monographs published:

Sen Roy, S. and R. B. Singh, 2002. Climate Variability, Extreme Events and Agricultural Productivity in Mountain Regions. Oxford & IBH Publishing Co. Pvt. Ltd., Delhi.

Sen Roy, S. 2018. Linking Gender to Climate Change Impacts in the Global South. Springer, DOI:, Print ISBN: 978-3-319-75776-6: Online ISBN: 978-3-319-75777-3.

Hassan, M.I., S. Sen Roy, U. Chatterjee, S. Chakraborty, U. Singh (eds.) 2022. Social Morphology, Human Welfare, and Sustainability. Springer, Cham.


  1. Juried or refereed journal articles:

Singh, R. B., and S. Sen Roy. 2001. Crop Responses to Climatic Variability in Mountainous Areas: A Case Study of Western Himalaya, India. The National Geographical Journal of India, 47, 97.

Singh, R. B., and S. Sen Roy. 2002. Climate variability and hydrological extremes in a Himalayan catchment. In ERB and Northern European FRIEND Project 5 Conf., Slovakia.

Sen Roy, S., G. Goodrich, and R.C. Balling, Jr., 2003. Influence of El Niño/Southern Oscillation, Pacific Decadal Oscillation, and local sea surface temperature anomalies on peak season monsoon precipitation in India. Climate Research, 25, 171-178.

Sen Roy, S. and R. C. Balling, Jr., 2004. Trends in extreme daily precipitation indices in India. International Journal of Climatology, 24. 457-466.

Balling, R. C. Jr. and S. Sen Roy, 2004. A spatial entropy analysis of temperature trends in the United States. Geophysical Research Letters, 31, L09201. DOI: 10.1029/2004GL019630.

Sen Roy, S. and R.C. Balling Jr.: 2004. Analysis of Hawaiian diurnal rainfall patterns. Theoretical and Applied Climatology, 79, 209-214.

Sen Roy, S. and R. C. Balling, Jr., 2005. Analysis of diurnal patterns of trends in winter precipitation across conterminous United States. Monthly Weather Review, 133. 707-711.

Balling, R. C. Jr. and S. Sen Roy, 2005. Analysis of spatial patterns underlying the linkage between solar irradiance and near-surface air temperatures. Geophysical Research Letters, 32. L12702, DOI: 10.1029/2005GL022444.

Sen Roy, S. and R. C. Balling Jr., 2005. Analysis of trends in maximum and minimum temperature, diurnal temperature range, and cloud cover over India. Geophysical Research Letters, 32. L12702, DOI: 10.1029/2004GL022201.

Sen Roy, S. and R. C. Balling Jr., 2005. Analysis of diurnal precipitation patterns in Puerto Rico. Caribbean Journal of Science, 41, 181-188.

Sen Roy, S., 2006. Impact of lunar cycle on the precipitation in India. Geophysical Research Letters, 33, L01707, DOI: 10.1029/2005GL024771.

Sen Roy, S. and R.C. Balling Jr., 2006: Analysis of spatial patterns of trends in the frequency and intensity of Indian precipitation. Mausam, 57, 431-436.

Sen Roy, S., 2006. The impacts of ENSO, PDO, and local SSTs on winter precipitation in India. Physical Geography, 27, 464-474.

Sen Roy, S. and R.C. Balling Jr., 2007: Diurnal variations in summer season precipitation in India. International Journal of Climatology, 27, 969-976.

Sen Roy, S. and F. Yuan, 2007. Patterns and variability of summer NDVI in response to climate variables at the local level in Minnesota. GIScience & Remote Sensing, 44, 166-181.

Yuan, F. and S. Sen Roy, 2007. Analysis of the relationship between NDVI and climate variables in Minnesota using geographically weighted regression and spatial interpolation. Proceedings, American Society of Photogrammetry and Remote Sensing Annual Conference, Tampa, Florida, May 7-11, 2007, unpaginated CD ROM, 6 pp.

Sen Roy, S., R. Mahmood, D. Niyogi, S. Foster, K.G. Hubbard, E. Douglas, and R. Pielke Sr., 2007. Impacts of the agricultural green revolution induced land use changes on air temperatures in India. Journal of Geophysical Research – Atmospheres, 112, D21108, DOI: 10.1029/2007JD008834.

Sen Roy, S. 2008. Impact of aerosol optical depths on seasonal temperatures in India: A spatio-temporal analysis. International Journal of Remote Sensing, 29, 727 – 740, DOI: 10.1080/01431160701352121.

Wentz, E.A., D. Nelson, A. Rahman, W.L. Stefanov, S. Sen Roy, 2008. Expert system classification of urban land use/cover for Delhi, India. International Journal of Remote Sensing, 29, 4405 – 4427, DOI: 10.1080/01431160801905497.

Sen Roy, S., 2009. Spatial variations in the diurnal patterns of winter precipitation in India. Theoretical and Applied Climatology, 96, 347-356, DOI: 10.1007/s00704-008-0045-1.

Sen Roy, S., 2009. A spatial analysis of extreme hourly precipitation patterns in India. International Journal of Climatology, 29, 345-355, DOI: 10.1002/joc.1763.

Sen Roy, S. and F. Yuan, 2009. Trends in extreme temperatures in relation to urbanization in Twin Cities Metropolitan Area, Minnesota. Journal of Applied Meteorology and Climatology. 48, 669–679.

Sen Roy, S. and R.C. Balling Jr., 2009. Evaluation of extreme precipitation indices using daily records (1910-2000) from India. Weather. 64, 149-152.

Sen Roy, S. and S. Sen Roy, 2011. Regional variability of convection over northern India during the pre-monsoon season. Theoretical and Applied Climatology. 103, 145–158, DOI 10.1007/s00704-010-0289-4.

Sen Roy, S. and N. Sen Roy, 2011. Influence of Pacific Decadal Oscillation and El Niño- Southern Oscillation on the summer monsoon precipitation in Myanmar. International Journal of Climatology. 31, 14–21, DOI: 10.1002/joc.2065.

Sen Roy, S., R. Mahmood, A. I. Quintanar, and A. Gonzalez, 2011. Impacts of Irrigation on Dry Season Precipitation in India. Theoretical and Applied Climatology. 104, 193-207, DOI: 10.1007/s00704-010-0338-z.

Sen Roy, S. 2011. The Role of the North Atlantic Oscillation in Shaping Regional Scale Peak Seasonal Precipitation across the Indian subcontinent. Earth Interactions, 15, DOI: 10.1175/2010EI339.1.

Sen Roy, S., R.B. Singh, and *M. Kumar, 2011. An analysis of local-spatial temperatures patterns in the Delhi metropolitan area. Physical Geography. 32, 114-138.

Sen Roy, S. 2011. Identification of periodicity in the relationship between PDO, El Niño and peak monsoon rainfall in India using S‐transform analysis. International Journal of Climatology. 31, 1507-1517.

*Freedman, R. and S. Sen Roy. 2012. Spatial Patterning of Manta birostris in United States East Coast Offshore Habitat. Applied Geography. 32, 652-659.

Rouault, M., S. Sen Roy, and R.C. Balling Jr., 2013: The diurnal cycle of rainfall in South Africa in the austral summer. International Journal of Climatology. 33, 770–777, DOI:10.1002/joc.3451.

Sen Roy, S. and M. Rouault, 2013. Spatial patterns of seasonal scale extreme hourly precipitation in South Africa. Applied Geography, 39, 151-157.

Sen Roy, S. and R.C. Balling Jr. 2013. Diurnal variations in summertime lightning activity in Tropical Asia. International Journal of Climatology. 33, 1830–1836, DOI: 10.1002/joc.3658.

Sen Roy, S. and R.C. Balling Jr., 2013. Diurnal patterns in lightning activity in northern tropical Africa. Physical Geography. 34, 75-84, DOI:10.1080/02723646.2013.787520.

Sen Roy, S. and R. C. Balling Jr. 2013. Spatial patterns of diurnal variations in summer-season lightning activity across the tropical and subtropical regions of the Northern Hemispheric Americas. Meteorology and Atmospheric Physics. 121, 199–206 DOI 10.1007/s00703-013-0259-3.

*Liu, Z. and S. Sen Roy. 2014. Spatial Patterns of Seasonal Level Diurnal Variations of Ozone and Respirable Suspended Particulates in Hong Kong. The Professional Geographer. 67, Issue 1, 17-27, DOI:10.1080/00330124.2014.886922.

Pohl, B., M. Rouault, and S. Sen Roy. 2014. Simulation of the annual and diurnal cycles of rainfall over South Africa by a Regional Climate Model. Climate Dynamics. 43(7-8), 2207-2226, DOI 10.1007/s00382-013-2046-8.

Sen Roy, S. and R. C. Balling Jr. 2014: Spatial Patterns of Diurnal Lightning Activity in Southern Africa during Austral Summer. Atmospheric Research. 145–146, August–September 2014, Pages 182–188.

Sen Roy, S. and Sen Roy, S. 2014. Diurnal variation in the initiation of rainfall over the Indian subcontinent during two different monsoon seasons of 2008 and 2009. Theoretical and Applied Climatology. 117(1-2), 277-291.

Song, X., J. Zhang, A. AghaKouchak, S. Sen Roy, Y. Xuan, G. Wang, R. He, X. Wang, and C. Liu. 2014. Rapid urbanization and changes in trends and spatio-temporal characteristics of precipitation in the Beijing metropolitan area. Journal of Geophysical Research – Atmospheres. 119, 11,250–11,271, DOI: 10.1002/2014JD022084.

*O’Shea, P.M., S. Sen Roy, and R. B. Singh. 2015. Diurnal Variations in the Spatial Patterns of Air Pollution across the Delhi Metropolitan Region. Theoretical and Applied Climatology. 124(3), 609-620, DOI 10.1007/s00704-015-1441-y.

*Scott, M.C., and S. Sen Roy. 2016. Global Emissivity Distribution and Change from 2003 to 2007. The Professional Geographer. 68, 368-379, DOI:10.1080/00330124.2015.1089131.

Balling, Jr., R.C., M. S. K. Kiany, and S. Sen Roy. 2016. Anthropogenic signals in Iranian extreme temperature indices. Atmospheric Research. 169, 96-101, doi:10.1016/j.atmosres.2015.09.030.

Balling, Jr., R.C., M.S. K. Kiany, S. Sen Roy, and J. Khoshhal. 2016. Trends in extreme precipitation indices in Iran: 1951-2007. Advances in Meteorology. 2016.

*Scott, M.C., S. Sen Roy, and S. Prasad. 2016. Spatial Patterns of Off the System Traffic Crashes in Miami-Dade County, FL during 2005-2010. Traffic Injury Prevention. 17. 729-735.

Moise, I., S. Sen Roy, D. Nkengurutse, J. Ndikubagenzi. 2016. Seasonal and Geographic Variation of Pediatric Malaria in Burundi: 2011 to 2012. International Journal of Environmental Research and Public Health. 13, 425; DOI: 10.3390/ijerph13040425.

Sen Roy, S. and R. C. Balling Jr. 2016. Diurnal Variations in Summer Lightning Activity across Southern Hemispheric South America. Annals of the National Association of Geographers India. xxxvi, 1, 77 -88.

Sen Roy, S., M. S. K. Kiany, and R.C. Balling Jr. 2016. A significant population signal in Iranian temperature records. International Journal of Atmospheric Sciences. 2016.

Sen Roy, S. 2016. Gender Mainstreaming and Climate Change in the Global South. European Expressions. Issue 10-102, 30-32.

*Louderback, E.R., and S. Sen Roy. 2017. Integrating Social Disorganization and Routine Activity Theories and Testing Neighborhood Crime Watch Program Effectiveness: Case Study of Miami-Dade County, 2007-2015. British Journal of Criminology. 58(4), 968-992. azx062.

*Bunting, R., *O.Y. Chang, *C. Cowen, *R. Hankins, *S. Langston, *A. Warner, *X. Yang, *E. R. Louderback, and S. Sen Roy. 2018. Spatial Patterns of Larceny and Aggravated Assault in Miami-Dade County, 2007-2015. The Professional Geographer. 70(1), 34-46, DOI: 10.1080/00330124.2017.1310622.

Sen Roy, S. and Bernardo Loureiro. 2018. Unimproved sources of drinking water and sanitation in the Global South. Water An Atlas by Guerrilla Cartography.

*Cowen, C., *E. R. Louderback, and S. Sen Roy. 2018. The role of land use and walkability in predicting crime patterns: A spatiotemporal analysis of Miami-Dade County neighborhoods, 2007–2015. Security Journal. 32(3), 264-286. (Full article link:

*Conyers, Z.A., R. Grant, and S. Sen Roy. 2019. Sea Level Rise in Miami Beach: Vulnerability and Real Estate Exposure. The Professional Geographer. 71, 278-291. DOI: 10.1080/00330124.2018.1531037.

*Zhai, L., B. Zhang, S. Sen Roy, D.O. Fuller, and L. Sternberg. 2019. Remote sensing of unhelpful resilience to sea level rise caused by mangrove expansion: A case study of islands in Florida Bay, USA. Ecological Indicators. 97: 51-58.

Sen Roy, S. 2019. Spatial patterns of trends in seasonal extreme temperatures in India during 1980–2010. Weather and Climate Extremes 24: 100203. (  

*Carter, J., *E.R. Louderback, *D. Vildosola, and S. Sen Roy. 2019. Crime in an Affluent City: Spatial Patterns of Property Crime in Coral Gables, FL. European Journal on Criminal Policy and Research. 26: 547–570. DOI: 10.1007/s10610-019-09415-5 (Full article link:

*Vildosola, D., *J. Carter, *E.R. Louderback, and S. Sen Roy. 2019. Crime in an Affluent City: Applications of Risk Terrain Modeling for Residential and Vehicle Burglary in Coral Gables, Florida, 2004-2016. Applied Spatial Analysis and Policy. 13(2), 441-459. DOI: (Full article link:

Cao, Y., and S. Sen Roy. 2020. Spatial Patterns of Seasonal Level Trends of Groundwater in India during 2002-2016. Weather. 75(4):.123-128.

Sen Roy, S., A. Rahman, S. Ahmed, *Shahfahad, *I. A. Ahmad. 2020. Alarming Groundwater Depletion in the Delhi Metropolitan Region: A Long-Term Assessment. Environmental Monitoring and Assessment. 192(10), 1-14. DOI: 10.1007/s10661-020-08585-8. (Full article link:

Sen Roy, S., *J. Perlman, and R.C. Balling Jr. 2020. Analysis of Urban Mobility in South Florida using Uber Movement. Case Studies on Transport Policy. 8(4), 1393-1400. DOI:

Sen Roy, S., and S. Sen Roy. 2021. Spatial Patterns of Long-Term Trends in Thunderstorms in India. Natural Hazards. 107(2): 1527-1540. DOI: (Full article link:

Sen Roy, S., and R.C. Balling Jr. 2021. Impact of the COVID-19 Lockdown on Air Quality in the Delhi Metropolitan Region. Applied Geography. DOI: 10.1016/j.apgeog.2021.102418

*Conyers, Z.A., and S. Sen Roy. 2021. Modelling the Role of Environmental Variables in Determining the Distribution of the Invasive Burmese Python in Florida. Spatial Information Research. DOI: (Full article link:

*Hirwe, R.R., *S. Bera, S. Sen Roy, B. Guru. 2021. A Study on Solar and Green House Gas Mitigation Potential in India by using AHP Method and Geospatial Technology. International Journal of Renewable Energy Research. 11(1), 295-307.

*Chapin, C., and S. Sen Roy. 2021. A Spatial Web Application to Explore the Interactions between Human Mobility, Government Policies, and COVID-19 Cases. Journal of Geovisualization and Spatial Analysis. 5(12): (Full article link:

*Conyers Z.A., S. Sen Roy. 2021. Role of Environmental Variables on the Distribution of the Burmese Python in Florida. In: Ksibi M. et al. (eds) Recent Advances in Environmental Science from the Euro-Mediterranean and Surrounding Regions (2nd Edition). EMCEI 2019. Environmental Science and Engineering. 1063-1069. Springer, Cham.

*Ahmed, I. A., *Shahfahad, D. K. Dutta, *M. R. I. Baig, S. Sen Roy, A. Rahman. 2021. Implications of changes in Temperature and Precipitation on the Discharge of Brahmaputra River in the Urban Watershed of Guwahati, India. Environmental Monitoring and Assessment. 193, 518.

*Perlman, J., and S. Sen Roy. 2021. Analysis of Human Movement in the Miami Metropolitan Area Utilizing Uber Movement Data. Cities. 103376.

*Tullis-Joyce, P. and S. Sen Roy. 2021. Occurrence of Karenia brevis near Southwest Florida coast 1953 to 2017: A Geospatial Analysis. Journal of Coastal Conservation: Planning and Management. 25, 57. (Full article link:

Sen Roy, S. 2022. Role of ENSO on conflicts in the Global South. Frontiers in Climate. 4, 752355. doi: 10.3389/fclim.2022.752355.

Sen Roy, S. 2022. Spatial patterns of Malaria incidence in India: 1995-2013. GeoJournal. (Full article link:

*Wan, C., and S. Sen Roy. 2022. Geospatial characteristics of fire occurrences in southern hemispheric Africa and Madagascar during 2001-2020. Journal of Forestry Research. (Full article link:

Sen Roy, S., A. Rahman, S. Ahmed, *Shahfahad, *I. A. Ahmad. 2022. Long-term trends of groundwater level variations in response to local level land use land cover changes in Mumbai, India. Groundwater for Sustainable Development. 18. DOI: (Full article link:,rVni63Lb).

*Montas, L., Sen Roy, S., Ferguson, A. C., Mena, K. D., Kumar, N., and Solo-Gabriele, H. M. 2022. Using Satellite-Based AOD and Ground-Based Measurements to Evaluate the Impact of the DWH Oil Spill on Coastal Air Quality. Marine Pollution Bulletin. 181. 113910 (Full article link:,asi2FQc).

*Gale, H., and S. Sen Roy. In Press. Optimization of United States Residential Real Estate Investment through Geospatial Analysis and Market Timing. Applied Spatial Analysis and Policy. DOI: 10.1007/s12061-022-09475-x.


  1. Other works, publications and abstracts:

Sen Roy, S., 2001: Mitigation and preparedness for extreme events in mountainous areas;

Singh, R. B. and Sen Roy, S., 2003: Impact of climate change on mountain ecosystems; In S. K. Dash and P. Rao (eds). Assessment of climate change in India; World Wide Fund for Nature (WWF), 221-230.

Singh, R. B. and S. Sen Roy 2005: Influence of water availability on poverty in India; In S. C. Kalwar, M. L. Sharma, R. D. Gurjar, M. K. Khandelwal and S. K. Wadhawan (eds). Geomorphology and Environmental Sustainability (Felicitation volume in honor of Professor H. S. Sharma); Concept Publishing Company, New Delhi. 319-327.

Sen Roy, S., 2005: PhD Abstract “An analysis of the spatio temporal patterns of precipitation in India”

Sen Roy, S., 2010: Spatial Statistics. Invited contribution in Barney Warf (ed.) Encyclopedia of Geography, Sage Publications.

Wentz, E.A., Song, Y., Anderson, S., Sen Roy, S., Myint, S.W. and Stefanov, W.L., 2010: Discriminant Analysis with Spatial Weights for Urban Land Cover Classification (No. 1034). GeoDa Center for Geospatial Analysis and Computation.

Pohl, B., M. Rouault, S. Sen Roy 2014: Simulation Des Cycles Diurne Et Annuel Des Pluies En Afrique Du Sud Par Un Modèle De Climat Régional. XXVIIe Colloque de l’Association Internationale de Climatologie2-5 juillet 2014 – Dijon (France).

Sen Roy, S., and R. B. Singh. 2015: Role of local level relative humidity on the development of urban heat island across the Delhi Metropolitan Region. Invited contribution in R. B. Singh (ed.) In Urban Development Challenges, Risks and Resilience in Asian Mega Cities, pp. 99-118. Springer, Tokyo.

Singh, R. B., Swarnima Singh, and S. Sen Roy 2016: Assessing Climate Change Signals in Western Himalayan District Using PRECIS Data Model. Climate Change, Glacier Response, and Vegetation Dynamics in the Himalaya. Springer International Publishing, 103-115.

Moise, I. K., and S. Sen Roy 2016. Warming and increased rainfall are changing malaria hotspots in the highlands of Burundi. Atlas of Science. Accessed on October 2, 2016:

Sen Roy, S., 2017. Monsoons. Invited contribution in Douglas Richardson, Noel Castree, Michael F. Goodchild, Audrey Kobayashi, Weidong Liu, and Richard A. Marston (eds.) The International Encyclopedia of Geography: People, the Earth, Environment, and Technology, NY: Wiley–AAG.

Sen Roy S. 2021. Professor R. B. Singh. In: Pandey B.W., Anand S. (eds) Water Science and Sustainability. Sustainable Development Goals Series. Springer, Cham.

*Chapin, C., and Sen Roy, S. 2021. Visualizing pandemics at different spatial scales. Invited Contribution in Springer Nature Sustainability Community: Behind the Paper Channel.