Book Chapters

 

 

Atmospheric Pollution and Land Surface Temperature Intensity in COVID-19 Pandemic: A Case of Major Indian Cities

Dasgupta, A. and Kumar, U. (2026). Atmospheric Pollution and Land Surface Temperature Intensity in COVID-19 Pandemic: A Case of Major Indian Cities. In: The Urban Book Series. Springer. In Press.

Land Use and Land Cover Change (LULCC) Detection in Bangalore, India Using Multi-Temporal Synthetic Aperture Radar through a Novel Spatial Attention Enhanced-Dual Path-Siamese Neural Network

Srivastava, H., Kumar, U. and Pattanshetty, N. (2025). Land Use and Land Cover Change (LULCC) Detection in Bangalore, India Using Multi-Temporal Synthetic Aperture Radar through a Novel Spatial Attention Enhanced-Dual Path-Siamese Neural Network. In: Synthetic Aperture Radar for Earth Observation. CRC Press.

Ecological Evaluation and Assessment of Spatial Variables Influencing the Urban Heat Island Effect in Bangalore, India

Dasgupta, A. and Kumar, U. (2025). Ecological Evaluation and Assessment of Spatial Variables Influencing the Urban Heat Island Effect in Bangalore, India. In: Thermal Remote Sensing for Urban Climatology. CRC Press.

Agriculture Crop Monitoring for Yield Estimation with Zero-Shot Fruit Detection: A Deep Learning Approach

Aggarwal, D., Prakhya, S. S. and Kumar, U. (2025). Agriculture Crop Monitoring for Yield Estimation with Zero-Shot Fruit Detection: A Deep Learning Approach. In: Remote Sensing of Land Cover and Land Use Changes in South and Southeast Asia, Volume 1: Mapping and Monitoring. CRC Press.

Quantitative assessment of urban road network hierarchy, topology and walkable access using open-source GIS tools

Thottolil, R. and Kumar, U. (2024). Quantitative assessment of urban road network hierarchy, topology and walkable access using open-source GIS tools. In Proceedings of the Infrastructure and Built Environment: Towards Sustainable and Resilient Societies, Springer Nature. In Press.

Analysis of the Variations in Land Surface Temperature Intensity and the Urban Environment over Major Indian Cities during COVID-19 Lockdown

Dasgupta, A. and Kumar, U. (2024). Analysis of the Variations in Land Surface Temperature Intensity and the Urban Environment over Major Indian Cities during COVID-19 Lockdown. In: Urban Ecosystems. Joshi, P. K. (eds), Chapter, In Press.

Topological Assessment of Road Transportation Network

Thottolil, R. and Kumar, U. (2023). Topological Assessment of Road Transportation Network. In: Cognitive Sensing Technologies and Applications. Chapter 17, IET.

Incremental learning of plant diseases and new plant types: moving towards a smart agriculture system

Mittal, Y. and Kumar, U. (2023). Incremental learning of plant diseases and new plant types: moving towards a smart agriculture system. In: Smart Agriculture System. Chapter 15, IET.

Pattern

Kumar, U. (2023). Pattern. In: Daya Sagar, B.S., Cheng, Q., McKinley, J., Agterberg, F. (eds) Encyclopedia of Mathematical Geosciences. Encyclopedia of Earth Sciences Series. Springer, Cham.

Computer-Aided or Computer-Assisted Instruction

Panja, M. and Kumar, U. (2023). Computer-Aided or Computer-Assisted Instruction. In: Daya Sagar, B.S., Cheng, Q., McKinley, J., Agterberg, F. (eds) Encyclopedia of Mathematical Geosciences. Encyclopedia of Earth Sciences Series. Springer, Cham.

Data Dictionary

Panja, M., Chakraborty, T. and Kumar, U. (2023). Data Dictionary. In: Daya Sagar, B.S., Cheng, Q., McKinley, J., Agterberg, F. (eds) Encyclopedia of Mathematical Geosciences. Encyclopedia of Earth Sciences Series. Springer, Cham.

Loss Function

Chakraborty, T. and Kumar, U. (2023). Loss Function. In: Daya Sagar, B.S., Cheng, Q., McKinley, J., Agterberg, F. (eds) Encyclopedia of Mathematical Geosciences. Encyclopedia of Earth Sciences Series. Springer, Cham.

Fast Wavelet Transform

Solomon, I. and Kumar, U. (2023). Fast Wavelet Transform. In: Daya Sagar, B.S., Cheng, Q., McKinley, J., Agterberg, F. (eds) Encyclopedia of Mathematical Geosciences. Encyclopedia of Earth Sciences Series. Springer, Cham.

Convex Analysis

Solomon, I. and Kumar, U. (2023). Convex Analysis. In: Daya Sagar, B.S., Cheng, Q., McKinley, J., Agterberg, F. (eds) Encyclopedia of Mathematical Geosciences. Encyclopedia of Earth Sciences Series. Springer, Cham.

Constrained Optimization

Aggarwal, D. and Kumar, U. (2023). Constrained Optimization. In: Daya Sagar, B.S., Cheng, Q., McKinley, J., Agterberg, F. (eds) Encyclopedia of Mathematical Geosciences. Encyclopedia of Earth Sciences Series. Springer, Cham.

Matrix Algebra

Aggarwal, D. and Kumar, U. (2023). Matrix Algebra. In: Daya Sagar, B.S., Cheng, Q., McKinley, J., Agterberg, F. (eds) Encyclopedia of Mathematical Geosciences. Encyclopedia of Earth Sciences Series. Springer, Cham.

Graph Mathematical Morphology

Thottolil, R. and Kumar, U. (2023). Graph Mathematical Morphology. In: Daya Sagar, B.S., Cheng, Q., McKinley, J., Agterberg, F. (eds) Encyclopedia of Mathematical Geosciences. Encyclopedia of Earth Sciences Series. Springer, Cham.

Sampling Importance: Resampling Algorithms

Dasgupta, A. and Kumar, U. (2023). Sampling Importance: Resampling Algorithms. In: Daya Sagar, B.S., Cheng, Q., McKinley, J., Agterberg, F. (eds) Encyclopedia of Mathematical Geosciences. Encyclopedia of Earth Sciences Series. Springer, Cham.

Towards Semi-supervised Tree Canopy Detection and Extraction from UAV Images

Kumar, U., Dasgupta, A., Krishna, L. S. N. V. V. and Chintakunta, P. K. (2022). Towards Semi-supervised Tree Canopy Detection and Extraction from UAV Images. In: Communications in Computer and Information Science. Springer.

COVID-19 Social Distance Surveillance Using Deep Learning

Nair, P. R., Kumar, U. and Nandan, S. (2022). COVID-19 Social Distance Surveillance Using Deep Learning. In: Communications in Computer and Information Science. Springer.

Crop Classification from UAV-Based Multi-spectral Images Using Deep Learning

Rao, B., Hota, M. and Kumar, U. (2021). Crop Classification from UAV-Based Multi-spectral Images Using Deep Learning. In: Communications in Computer and Information Science. Springer.