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M. Gumma · SciRah

Researcher profile · Semantic Scholar

M. Gumma

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M. Gumma — researcher profile on SciRah

h-index: 41
Works: 158
Citations: 6,600

Most-cited papers

A 30-m landsat-derived cropland extent product of Australia and China using random forest machine learning algorithm on Google Earth Engine cloud computing platform
P. Teluguntla, P. Thenkabail, A. Oliphant, Jun Xiong +4 more
2018Isprs Journal of Photogrammetry and Remote Sensing467 citations Open access
Semantic Scholar
Automated cropland mapping of continental Africa using Google Earth Engine cloud computing
J. Xiong, P. Thenkabail, M. Gumma, P. Teluguntla +4 more
2017443 citations Open access
Semantic Scholar
Nominal 30-m Cropland Extent Map of Continental Africa by Integrating Pixel-Based and Object-Based Algorithms Using Sentinel-2 and Landsat-8 Data on Google Earth Engine
J. Xiong, P. Thenkabail, J. Tilton, M. Gumma +5 more
2017Remote Sensing353 citations Open access
Semantic Scholar
Mapping cropland extent of Southeast and Northeast Asia using multi-year time-series Landsat 30-m data using a random forest classifier on the Google Earth Engine Cloud
A. Oliphant, P. Thenkabail, P. Teluguntla, J. Xiong +3 more
2019International Journal of Applied Earth Observation and Geoinformation183 citations Open access
Semantic Scholar
Agricultural cropland extent and areas of South Asia derived using Landsat satellite 30-m time-series big-data using random forest machine learning algorithms on the Google Earth Engine cloud
M. Gumma, P. Thenkabail, P. Teluguntla, A. Oliphant +5 more
2019GIScience & Remote Sensing137 citations Open access
Semantic Scholar
Dynamics and drivers of land use and land cover changes in Bangladesh
Xiao-Ming Xu, S. Shrestha, H. Gilani, M. Gumma +2 more
2020Regional Environmental Change78 citations Open access
Semantic Scholar
Urban Sprawl and Adverse Impacts on Agricultural Land: A Case Study on Hyderabad, India
M. Gumma, I. Mohammad, S. Nedumaran, A. Whitbread +1 more
2017Remote Sensing77 citations Open access
Semantic Scholar
Spectral matching techniques (SMTs) and automated cropland classification algorithms (ACCAs) for mapping croplands of Australia using MODIS 250-m time-series (2000–2015) data
P. Teluguntla, P. Thenkabail, J. Xiong, M. Gumma +6 more
2017International Journal of Digital Earth67 citations Open access
Semantic Scholar
Global cropland-extent product at 30-m resolution (GCEP30) derived from Landsat satellite time-series data for the year 2015 using multiple machine-learning algorithms on Google Earth Engine cloud
P. Thenkabail, P. Teluguntla, J. Xiong, A. Oliphant +13 more
2021Professional Paper61 citations Open access
Semantic Scholar
Multiple agricultural cropland products of South Asia developed using Landsat-8 30 m and MODIS 250 m data using machine learning on the Google Earth Engine (GEE) cloud and spectral matching techniques (SMTs) in support of food and water security
M. Gumma, P. Thenkabail, P. Panjala, P. Teluguntla +2 more
2022GIScience & Remote Sensing54 citations Open access
Semantic Scholar
Crop type identification and spatial mapping using Sentinel-2 satellite data with focus on field-level information
M. Gumma, K. Tummala, S. Dixit, F. Collivignarelli +3 more
2020Geocarto International54 citations
Semantic Scholar
Assimilation of Remote Sensing Data into Crop Growth Model for Yield Estimation: A Case Study from India
M. Gumma, M. Kadiyala, P. Panjala, S. Ray +5 more
2021Journal of the Indian Society of Remote Sensing49 citations Open access
Semantic Scholar
Characterizing and mapping cropping patterns in a complex agro-ecosystem: An iterative participatory mapping procedure using machine learning algorithms and MODIS vegetation indices
G. Feyisa, L. Palao, A. Nelson, M. Gumma +4 more
2020Computers and Electronics in Agriculture48 citations Open access
Semantic Scholar
Characterization of the main chickpea cropping systems in India using a yield gap analysis approach
A. Hajjarpoor, V. Vadez, A. Soltani, P. Gaur +5 more
2018Field crops research (Print)47 citations Open access
Semantic Scholar
Impact of land use changes and management practices on groundwater resources in Kolar district, Southern India
K. Garg, K. Anantha, Rajesh Nune, V. Akuraju +4 more
2020Journal of Hydrology: Regional Studies42 citations Open access
Semantic Scholar
NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) Global Food Security-support Analysis Data (GFSAD) Cropland Extent 2015 Southeast Asia 30 m V001
A. Oliphant, P. Thenkabail, P. Teluguntla, J. Xiong +5 more
201741 citations
Semantic Scholar
Mapping cropland fallow areas in myanmar to scale up sustainable intensification of pulse crops in the farming system
M. Gumma, P. Thenkabail, K. C. Deevi, Irshad A. Mohammed +5 more
2018GIScience & Remote Sensing39 citations Open access
Semantic Scholar
Breeding Drought-Tolerant Pearl Millet Using Conventional and Genomic Approaches: Achievements and Prospects
R. Srivastava, O. P. Yadav, Sivasakthi Kaliamoorthy, S. Gupta +11 more
2022Frontiers in Plant Science38 citations Open access
Semantic Scholar
Modeling the potential impacts of climate change and adaptation strategies on groundnut production in India
M. Kadiyala, S. Nedumaran, Jyosthnaa Padmanabhan, M. Gumma +4 more
2021Science of the Total Environment38 citations Open access
Semantic Scholar
NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) Global Food Security Support Analysis Data (GFSAD) Crop Dominance 2010 Global 1 km V001
P. Teluguntla, P. Thenkabail, J. Xiong, M. Gumma +9 more
201635 citations
Semantic Scholar
Harnessing wild relatives of pearl millet for germplasm enhancement: Challenges and opportunities
Shivali Sharma, R. Sharma, M. Govindaraj, R. Mahala +4 more
2020Crop science32 citations Open access
Semantic Scholar
Surface Freshwater Limitation Explains Worst Rice Production Anomaly in India in 2002
M. Zampieri, G. Garcia, F. Dentener, M. Gumma +3 more
2018Remote Sensing32 citations Open access
Semantic Scholar
Remediation of acid soils and soil property amelioration via Acacia decurrens-based agroforestry system
Tadele Amare, T. Amede, Anteneh Abewa, Asmare Woubet +3 more
2022Agroforestry Systems30 citations
Semantic Scholar
NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) Global Food Security-support Analysis Data (GFSAD) Cropland Extent 2015 Australia, New Zealand, China, Mongolia 30 m V001
P. Teluguntla, P. Thenkabail, J. Xiong, M. Gumma +8 more
201729 citations
Semantic Scholar
A watershed approach to managing rainfed agriculture in the semiarid region of southern Mali: integrated research on water and land use
B. Birhanu, K. Traore, M. Gumma, F. Badolo +2 more
2019Environment, Development and Sustainability28 citations Open access
Semantic Scholar
Greening of human-dominated ecosystems in India
T. Park, M. Gumma, Weile Wang, P. Panjala +2 more
2023Communications Earth & Environment27 citations Open access
Semantic Scholar
Mapping drought-induced changes in rice area in India
M. Gumma, A. Nelson, T. Yamano
2019International Journal of Remote Sensing25 citations Open access
Semantic Scholar
Geographical distribution of traits and diversity in the world collection of pearl millet [Pennisetum glaucum (L.) R. Br., synonym: Cenchrus americanus (L.) Morrone] landraces conserved at the ICRISAT genebank
H. Upadhyaya, K. Reddy, M. Ahmed, Vinod Kumar +2 more
2017Genetic Resources and Crop Evolution25 citations Open access
Semantic Scholar
Prioritization of Watersheds across Mali Using Remote Sensing Data and GIS Techniques for Agricultural Development Planning
M. Gumma, B. Birhanu, Irshad A. Mohammed, R. Tabo +1 more
201625 citations Open access
Semantic Scholar
Assessing the impacts of watershed interventions using ground data and remote sensing: a case study in Ethiopia
M. Gumma, G. Desta, T. Amede, P. Panjala +5 more
2021International Journal of Environmental Science and Technology24 citations Open access
Semantic Scholar
Optimizing Crop Yield Estimation through Geospatial Technology: A Comparative Analysis of a Semi-Physical Model, Crop Simulation, and Machine Learning Algorithms
M. Gumma, Ramavenkata Mahesh Nukala, P. Panjala, P. Bellam +5 more
2024AgriEngineering21 citations Open access
Semantic Scholar
Assessment of spatio-temporal vegetation dynamics in tropical arid ecosystem of India using MODIS time-series vegetation indices
G. P. Obi Reddy, Nirmal J. I. Kumar, Nisha Sahu, R. Srivastava +7 more
2020Arabian Journal of Geosciences21 citations Open access
Semantic Scholar
Assessing potential locations for flood-based farming using satellite imagery: a case study of Afar region, Ethiopia
M. Gumma, T. Amede, Mezegebu Getnet, B. Pinjarla +8 more
2020Renewable Agriculture and Food Systems21 citations Open access
Semantic Scholar
Geographical distribution, diversity and gap analysis of East African sorghum collection conserved at the ICRISAT genebank
H. D. Upadhyaya, K. Reddy, M. Vetriventhan, M. Gumma +4 more
201720 citations Open access
Semantic Scholar
Machine Learning Approaches and Sentinel-2 Data in Crop Type Mapping
P. Panjala, M. Gumma, P. Teluguntla
2021Studies in Big Data18 citations
Semantic Scholar
Contribution of Climate-Smart Agriculture Technologies to Food Self-Sufficiency of Smallholder Households in Mali
B. Traoré, B. Birhanu, Seydou Sangaré, M. Gumma +2 more
2021Sustainability18 citations Open access
Semantic Scholar
Monitoring Changes in the Cultivation of Pigeonpea and Groundnut in Malawi Using Time Series Satellite Imagery for Sustainable Food Systems
M. Gumma, T. Tsusaka, Irshad A. Mohammed, G. Chavula +6 more
2019Remote Sensing18 citations Open access
Semantic Scholar
Stress-resilient maize for climate-vulnerable ecologies in the Asian tropics
P. Zaidi, T. Nguyen, D. N. Ha, S. Thaitad +22 more
202014 citations Open access
Semantic Scholar
Indo-Ganges River Basin Land Use/Land Cover (LULC) and Irrigated Area Mapping
M. Gumma, P. Thenkabail, P. Teluguntla, A. Whitbread
2019Indus River Basin14 citations Open access
Semantic Scholar
Water spreading weirs altering flood, nutrient distribution and crop productivity in upstream–downstream settings in dry lowlands of Afar, Ethiopia
Mezegebu Getnet, T. Amede, Gebeyaw Tilahun, G. Legesse +5 more
2020Renewable Agriculture and Food Systems13 citations Open access
Semantic Scholar
A framework for disaggregating remote-sensing cropland into rainfed and irrigated classes at continental scale
Afua Owusu, S. Kagone, Mansoor Leh, N. Velpuri +7 more
2024International Journal of Applied Earth Observation and Geoinformation10 citations Open access
Semantic Scholar
Spatial Distribution of Cropping Systems in South Asia Using Time-Series Satellite Data Enriched with Ground Data
M. Gumma, P. Panjala, S. K. Dubey, D. Ray +4 more
2024Remote Sensing9 citations Open access
Semantic Scholar
Assessment of climate change and vulnerability in Indian state of Telangana for better agricultural planning
M. Kadiyala, S. Gummadi, M. Irshad, Ramaraj Palanisamy +2 more
2020Theoretical and Applied Climatology8 citations Open access
Semantic Scholar
Towards climate-smart agricultural policiesand investments in Telangana
Sudhir Kumar, M. Kadiyala, M. Gumma, P. E. Khan +5 more
20188 citations
Semantic Scholar
NASA Making Earth System Data Records for Use in Research Environments (MEaSUREs) Global Food Security-support Analysis Data (GFSAD) Cropland Extent 2015 South Asia, Afghanistan, Iran 30 m V001
M. Gumma, P. Thenkabail, P. Teluguntla, A. Oliphant +4 more
20178 citations
Semantic Scholar
Dryland cropping in different Land uses of Senegal using Sentinel-2 and hybrid ML method
M. Gumma, P. Panjala, P. Teluguntla
2024International Journal of Digital Earth7 citations Open access
Semantic Scholar
Crop modelling in agricultural crops
M. Roja, M. Gumma, M. D. Reddy
2023Current Science7 citations Open access
Semantic Scholar
Crop Yield Assessment Using Field-Based Data and Crop Models at the Village Level: A Case Study on a Homogeneous Rice Area in Telangana, India
Roja Mandapati, M. Gumma, Devender Reddy Metuku, P. Bellam +3 more
2023AgriEngineering7 citations Open access
Semantic Scholar
Geospatial Analysis of Crop Residue Burn Areas and Their Dates for Emission Mitigation Strategies
P. Panjala, M. Gumma, Shashi Mesapam, Anoop Kumar Shukla +1 more
2025Sustainability6 citations Open access
Semantic Scholar
South Asia's Ecosystems Are a Net Carbon Sink, But the Region Is a Major Net GHG Source to the Atmosphere
A. Jain, Seetharaman Seshadri, Jatin Anand, N. Chandra +13 more
2025Global Biogeochemical Cycles6 citations Open access
Semantic Scholar

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P. Teluguntla×16
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A. Whitbread×16
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P. Thenkabail×14
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J. Xiong×11
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