Quantitative Geomorphology in the Artificial intelligence Era: Applications of AI for Earth and Environmental Change

Author:   Hamid Reza Pourghasemi (Professor, Department of Natural Resources and Environment Engineering, College of Agriculture, Shiraz University, Shiraz, Iran) ,  Narges Kariminejad (PhD Researcher, Department of Natural Resources and Environment Engineering, College of Agriculture, Shiraz University, Shiraz, Iran)
Publisher:   Elsevier - Health Sciences Division
ISBN:  

9780443300363


Pages:   558
Publication Date:   09 December 2025
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Our Price $462.00 Quantity:  
Add to Cart

Share |

Quantitative Geomorphology in the Artificial intelligence Era: Applications of AI for Earth and Environmental Change


Overview

Full Product Details

Author:   Hamid Reza Pourghasemi (Professor, Department of Natural Resources and Environment Engineering, College of Agriculture, Shiraz University, Shiraz, Iran) ,  Narges Kariminejad (PhD Researcher, Department of Natural Resources and Environment Engineering, College of Agriculture, Shiraz University, Shiraz, Iran)
Publisher:   Elsevier - Health Sciences Division
Imprint:   Elsevier - Health Sciences Division
Weight:   0.450kg
ISBN:  

9780443300363


ISBN 10:   0443300364
Pages:   558
Publication Date:   09 December 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Part I. Foundational Quantitative Geomorphology: Introduction, theory and advances in quantitative geomorphology 1. Surface morphology and related Earth-surface processes 2. The integration of multiple data to understand the evolution of the landscape through large time scales (geological time) and the adaptation of species (living beings and plants) to such changes 3. Math for geomorphologists 4. Quantitative Geomorphology: mechanics and chemistry landscape 5. Digital Terrain Analysis: Principles and Applications 6. Quantitative Geomorphometry: Concepts, Software, Applications 7. Understanding landscape evolution and interactions with the environment through quantitative methods 8. Understanding of how processes are correlated and what the data can tell us about the correlations and feedback processes 9. Why and how to quantify processes 10. AI and big data in quantitative geomorphology 11. Theoretical, experimental, and quantitative geomorphology Part-II - The application of quantitative techniques to hot topics in geomorphology 12. Past, present, and future environmental changes 13. Climate, tectonics, and regional structure, interactions between tectonic and surface processes 14. Anthropogenic geomorphology 15. Geomorphic hazards or Environmental multi-hazard 16. Geodiversity, bio geomorphology, predict species distribution, changes in biodiversity, and their adaptation to climate 17. Tectonics and/or anthropogenic processes 18. Effect of extreme methodological events or climate change on geomorphological processes and hazards 19. The role of quantitative Geomorphology in the development of urban and rural settlements 20. Landform classification 21. Scale, scaling laws and fractal applications to quantitative geomorphology 22. Use, advantages and limitations of big data and advanced technologies in quantitative geomorphology research Part-III - Advanced Quantitative Geomorphology 23. Geomorphological indices 24. Landscape evolution models (LEM) 25. Quantitative geomorphology modelling, mapping, and its spatial-temporal variability 26. Applications to quantitative geomorphology to Risk management 27. Geophysical detection of surface and under surface landforms using AL ERA 28. Sensibility of the data quality in quantitative geomorphology 29. Impacts of climate change on geomorphological processes and hazards (e.g., UAV photogrammetry, TLS, ALS, etc.) 30. Application of high and very-high spatial and temporal resolution satellite multispectral and stereo imagery in geomorphic research (e.g., Worldview. Geoeye, Dove, etc.) 31. Survey of the degradability in the desert area using AL ERA 32. Quantitative analysis of watershed geomorphology using AL ERA Part-IV –Tools in advanced quantitative geomorphology 33. GIS, remote sensing, and spatial modelling methods and applications, sedimentary records, and dating. 34. Multi-criteria GIS analysis in geomorphic susceptibility modelling 35. Artificial intelligence including Machine learning and Deep learning algorithms 36. Google Earth Engine and geomorphology 37. Aerial robotics including unmanned aerial vehicles (UAVs) 38. Internet of things (IoT), and analyzing big data (BD) in geomorphology 39. Geospatial analysis using AL ERAProcess modelling 40. Quantitative geomorphology: numerical modelling and coding. 41. Open-source software tools 42. Scripts, pictures or videos of features and links to open access tools/models

Reviews

Author Information

Hamid Reza Pourghasemi is a professor of watershed management engineering in the College of Agriculture, Shiraz University, in Iran. His main research interests are GIS-based spatial modelling using machine learning/data mining techniques in different fields such as landslides, floods, gully erosion, forest fires, land subsidence, species distribution modelling, and groundwater/hydrology. Professor Pourghasemi also works on multi-criteria decision-making methods in natural resources and environmental science. He has published over 230 peer-reviewed papers in high-quality journals and seven edited books for Springer and Elsevier and is an active reviewer for over 90 international journals. He was selected as one of the five young scientists under 40 by The World Academy of Science (TWAS 2019) and was a highly cited researcher in 2019 and 2020 Narges Kariminejad is a geomorphologist with about 10 years of work experience in field and laboratory-based soil erosion research in arid and semi-arid environments. She is also currently a researcher at the Department of Natural Resources and Environment Engineering in the College of Agriculture at Shiraz University, in Iran. Her research interests are in soil erosion, especially in rill, soil piping, and gully erosion. She has served as a guest scientist or visiting researcher at various research institutes and universities in different countries all over the world. Dr. Kariminejad has been a guest lecturer in difference courses, including quantitative geomorphology, spatial analysis and satellite imagery, plant ecology, and geostatistics. She has published more than 20 papers in international scientific journals.

Tab Content 6

Author Website:  

Countries Available

All regions
Latest Reading Guide

NOV RG 20252

 

Shopping Cart
Your cart is empty
Shopping cart
Mailing List