Bridging observations, theory and numerical simulation of the ocean using machine learning
Progress within physical oceanography has been concurrent with the increasing
sophistication of tools available for its study. The incorporation of machine learning (ML) …
sophistication of tools available for its study. The incorporation of machine learning (ML) …
[HTML][HTML] Climate model projections from the scenario model intercomparison project (ScenarioMIP) of CMIP6
Abstract The Scenario Model Intercomparison Project (ScenarioMIP) defines and
coordinates the main set of future climate projections, based on concentration-driven …
coordinates the main set of future climate projections, based on concentration-driven …
[HTML][HTML] Impacts of climate change, population growth, and power sector decarbonization on urban building energy use
Climate, technologies, and socio-economic changes will influence future building energy
use in cities. However, current low-resolution regional and state-level analyses are …
use in cities. However, current low-resolution regional and state-level analyses are …
Global evaluation of runoff simulation from climate, hydrological and land surface models
Recent advances in global hydrological modeling yield many global runoff data sets that are
extensively used in global hydrological analyses. Here, we provide a comprehensive …
extensively used in global hydrological analyses. Here, we provide a comprehensive …
Monsoon mission: a targeted activity to improve monsoon prediction across scales
In spite of the summer monsoon's importance in determining the life and economy of an
agriculture-dependent country like India, committed efforts toward improving its prediction …
agriculture-dependent country like India, committed efforts toward improving its prediction …
Deep learning–based downscaling of summer monsoon rainfall data over Indian region
Downscaling is necessary to generate high-resolution observation data to validate the
climate model forecast or monitor rainfall at the micro-regional level operationally. Available …
climate model forecast or monitor rainfall at the micro-regional level operationally. Available …
Climate-driven changes in the predictability of seasonal precipitation
Climate-driven changes in precipitation amounts and their seasonal variability are expected
in many continental-scale regions during the remainder of the 21st century. However, much …
in many continental-scale regions during the remainder of the 21st century. However, much …
[HTML][HTML] AsiaPEX: Challenges and prospects in Asian precipitation research
T Terao, S Kanae, H Fujinami, S Das… - Bulletin of the …, 2023 - journals.ametsoc.org
Abstract The Asian Precipitation Experiment (AsiaPEX) was initiated in 2019 to understand
terrestrial precipitation over diverse hydroclimatological conditions for improved predictions …
terrestrial precipitation over diverse hydroclimatological conditions for improved predictions …
Fingerprint of volcanic forcing on the ENSO–Indian monsoon coupling
Coupling of the El Niño–Southern Oscillation (ENSO) and Indian monsoon (IM) is central to
seasonal summer monsoon rainfall predictions over the Indian subcontinent, although a …
seasonal summer monsoon rainfall predictions over the Indian subcontinent, although a …
Introduction to climate change over the Indian region
R Krishnan, C Gnanaseelan, J Sanjay… - … A report of the Ministry of …, 2020 - Springer
The Earth's climate has varied considerably throughout its history. Periodic and episodic
natural changes caused by natural climate forcings such as orbital variations and volcanic …
natural changes caused by natural climate forcings such as orbital variations and volcanic …