Python for Water and Environment
msi 2024 · Springer Nature
E-book
288
Pages
reportLes notes et avis ne sont pas vérifiés. En savoir plus
À propos de cet e-book
This textbook delves into the practical applications of surface and groundwater hydrology, as well as the environment. The Part I, "Practical Python for a Water and Environment Professional," guides readers through setting up a scientific computing environment and conducting exploratory data analysis and visualization using reproducible workflows. The Part II, "Statistical Modeling in Hydrology," covers regression models, time series analysis, and common hypothesis testing. The Part III, "Surface and Subsurface Water," illustrates the use of Python in understanding key concepts related to seepage, groundwater, and surface water flows. Lastly, the Part IV, "Environmental Applications," demonstrates the application of Python in the study of various contaminant transport phenomena.
À propos de l'auteur
Dr. Manabendra Saharia is an assistant professor in the Department of Civil Engineering and an associate faculty member of the Yardi School of Artificial Intelligence at the Indian Institute of Technology Delhi. Prior to joining IIT Delhi, he held positions in the hydrology labs of the NASA Goddard Space Flight Center and the National Center for Atmospheric Research (NCAR). He received his Ph.D. in Water Resources Engineering from the University of Oklahoma. At IIT Delhi, his HydroSense research lab focuses on utilizing physics and data-driven techniques to monitor and mitigate natural hazards such as floods and landslides. He has been recognized for his scientific contributions, having received Young Scientist awards from both the National Academy of Sciences, India (NASI), and the International Society for Energy, Environment and Sustainability (ISEES).
Dr. Anil Kumar is a senior project scientist in the Department of Civil Engineering at the Indian Institute of Technology Delhi. He received his Ph.D. in Computational Geosciences jointly from Monash University (Australia) and the Indian Institute of Technology Bombay (India). He received a B.Tech. in Geophysical Technology from the Indian Institute of Technology Roorkee. He has been working as a researcher in the field of machine learning and numerical modeling and has helped develop innovative solutions for the oil, gas, and mining industry.
Dr. Anil Kumar is a senior project scientist in the Department of Civil Engineering at the Indian Institute of Technology Delhi. He received his Ph.D. in Computational Geosciences jointly from Monash University (Australia) and the Indian Institute of Technology Bombay (India). He received a B.Tech. in Geophysical Technology from the Indian Institute of Technology Roorkee. He has been working as a researcher in the field of machine learning and numerical modeling and has helped develop innovative solutions for the oil, gas, and mining industry.
Donner une note à cet e-book
Dites-nous ce que vous en pensez.
Informations sur la lecture
Smartphones et tablettes
Installez l'application Google Play Livres pour Android et iPad ou iPhone. Elle se synchronise automatiquement avec votre compte et vous permet de lire des livres en ligne ou hors connexion, où que vous soyez.
Ordinateurs portables et de bureau
Vous pouvez écouter les livres audio achetés sur Google Play à l'aide du navigateur Web de votre ordinateur.
Liseuses et autres appareils
Pour lire sur des appareils e-Ink, comme les liseuses Kobo, vous devez télécharger un fichier et le transférer sur l'appareil en question. Suivez les instructions détaillées du Centre d'aide pour transférer les fichiers sur les liseuses compatibles.
