Earth Observation in Urban Monitoring (eBook, ePUB)

Techniques and Challenges
Redaktion: Kumar, Amit; Kumar Mall, Rajesh; Saikia, Purabi; Srivastava, Prashant K.

• Format: ePub

Produktbeschreibung

Earth Observation in Urban Monitoring: Techniques and Challenges presents the latest techniques of remote sensing in urban monitoring, along with methods for quantitative and qualitative assessment using state-of-the-art Earth observation technologies. The book details the advances of remote sensing technologies in urban environmental monitoring for a range of practical and research applications, Earth observation datasets, remote sensing of environmental considerations, geostatistical techniques and resilience perspectives. Chapters cover sensor applications, urban growth modelling, SAR applications, surveying techniques, satellite time series analysis and a variety of other remote sensing technologies for urban monitoring.

Each chapter includes detailed case studies at a variety of scales and from a variety of geographies, offering up-to-date, global, urban monitoring methodologies for researchers, scientists and academics in remote sensing, geospatial research, environmental science and sustainability.

• Focuses on a variety of interdisciplinary applications using Earth observation data, GIS and soft computing techniques to address various challenges in urban monitoring
• Provides numerous case studies at a variety of scales, from local to global, to aid readers in implementing urban monitoring techniques at any level
• Includes theoretical and applied research contributions along with background information on the use of concurrent technologies in the disciplines of urban studies

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Produktdetails

• Verlag: Elsevier Science & Techn.
• Seitenzahl: 305
• Erscheinungstermin: 9. November 2023
• Englisch
• ISBN-13: 9780323957960
• Artikelnr.: 69421420

Inhaltsangabe

Chapter 1: Introduction to earth observation in urban monitoring Chapter 2:
Major challenges in the urbanizing world and role of earth observations for
livable cities Chapter 3: The role of nocturnal earth observation in urban
environment monitoring Chapter 4: Surveying techniques for urban areas
Chapter 5: Geoinformation for integrated urban water resource management
Chapter 6: Advances in remote sensing in measuring urban heat island effect
and its management Chapter 7: Impact of seasonality and land use changes on
urban heat island using earth-observing satellites Chapter 8: Using
PlanetScope imagery and GEOBIA to map urban green spaces Chapter 9: Deep
learning approach for monitoring urban land cover changes Chapter 10: Earth
observation applications for urban mapping and monitoring: research
prospects, opportunities and challenges Chapter 11: Earth observations and
AIML for urban growth modeling Chapter 12: Monitoring urban ecological
conditions using remote sensing Chapter 13: Landscape modeling for
management of the urban environment . Chapter 14: Artificial intelligence
for sustainable urban climate studies Chapter 15: Geoinformation for urban
Geoenvironmental hazard-risk and vulnerability assessment Chapter 16:
Nature-based solutions and ecological urban planning and design for the
sustainable urban environments Chapter 17: Shrinking urban green spaces,
increasing vulnerability: solving the conundrum of the demand-supply gap in
an urbanizing city Chapter 18: Earth observations for urban policies and
future pathways for urban environmental research