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Data Availability and Aquisition

  • Vijay P. Singh,
  • Rajendra Singh,
  • Pranesh Kumar Paul,
  • Deepak Singh Bisht,
  • Srishti Gaur

摘要

The hydrologic analysis relies on the availability of accurate and reliable data to effectively analyse the complex behaviour of hydrologic processes. However, the constraints and scarcity of data present significant challenges in achieving the desired accuracy and reliabilityReliability. Researchers have leveraged various data sources to overcome data constraints, including ground-based observations, global and reanalysis datasets, and remote sensingRemote sensing information. Hydrologic analysis can be significantly enhanced by integrating these diverse data sources, enabling a deeper understanding of the complex phenomenon of water exchange between the soil-plan-atmosphere continuum. Furthermore, accurate hydrologic analyses facilitate improved water allocation, flood forecastingForecasting, droughtDrought management, and assessment of climate changeClimate change impacts on water resources. The availability of reanalysis data, climate projectionsClimate projections, and satellite-derived estimates from various sources provides valuable insights for researchers and practitioners involved in water resource management and climate changeClimate change impact assessment. By capitalising on these rich data sources, researchers can develop robust models that support informed decision-making processes in water management and adaptation strategies. This chapter aims to explore the extensive range of data sources that can be readily availed to carry out hydrologic studies, focusing on addressing the challenges posed by limited data availability.