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Y. Sawada

6 papers hereh-index 15712 citations72 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • first author3
  • last author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • physics.geo-ph3
  • cs.LG1
  • stat.AP1
  • stat.ME1
same name
  • Y. Sawada — 8 papers, h 4
  • Y. Sawada — 4 papers, h 28
  • Y. Sawada — 2 papers, h 9

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedMachine learning accelerates parameter optimization and uncertainty assessment of a land surface model

28 citations · 32 across the 6 of their papers we have counts for

collaborators
Showing 2021Show all

3 papers · 1 filter

physics.geo-ph2021★ 3 cited

An efficient estimation of time-varying parameters of dynamic models by combining offline batch optimization and online data assimilation

Yohei Sawada

It is crucially important to estimate unknown parameters in earth system models by integrating observation and numerical simulation. For many applications in earth system sciences,…

physics.geo-ph2021

Ecohydrological land reanalysis

Yohei Sawada, Hiroyuki Tsutsui, Hideyuki Fujii +1

The accurate estimation of terrestrial water and vegetation is a grand challenge in hydrometeorology. Many previous studies developed land data assimilation systems (LDASs) and pro…

physics.geo-ph2021

Socio-meteorology: flood prediction, social preparedness, and cry wolf effects

Yohei Sawada, Rin Kanai, Hitomu Kotani

To improve the efficiency of flood early warning systems (FEWS), it is important to understand the interactions between natural and social systems. The high level of trust in autho…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.