Zobrazeno 1 - 10
of 101
pro vyhledávání: '"Kayo Ide"'
Autor:
Katherine E. Lukens, Kevin Garrett, Kayo Ide, David Santek, Brett Hoover, David Huber, Ross N. Hoffman, Hui Liu
Publikováno v:
Meteorology, Vol 3, Iss 1, Pp 114-140 (2024)
Accurate atmospheric 3D wind observations are one of the top priorities for the global scientific community. To address this requirement, and to support researchers’ needs to acquire and analyze wind data from multiple sources, the System for Analy
Externí odkaz:
https://doaj.org/article/aef73134270f4ccba99e5a3a67063c83
A Deep-Learning-Based Microwave Radiative Transfer Emulator for Data Assimilation and Remote Sensing
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 15, Pp 8819-8833 (2022)
In this article, we introduce a fully connected deep neural network algorithm to emulate the Community Cadiative Transfer Model (FCDN_CRTM) simulation of brightness temperatures (BTs) from the Advanced Technology Microwave Sounder (ATMS) channels for
Externí odkaz:
https://doaj.org/article/ccffd16add5d40bfbf5f40ac2d7f6394
Autor:
Yan Zhou, Narges Shahroudi, Tong Zhu, Flavio Iturbide-Sanchez, Eric S. Maddy, Sid-Ahmed Boukabara, Kayo Ide, Ross N. Hoffman
Publikováno v:
Tellus: Series A, Dynamic Meteorology and Oceanography, Vol 73, Iss 1, Pp 1-26 (2021)
Observing system assessments were made for the Earth Observing Nanosatellite-Microwave (EON-MW), a 12U CubeSat analog of the Advanced Technology Microwave Sounder (ATMS). Since the EON-MW channels and sensor specifications closely follow those of ATM
Externí odkaz:
https://doaj.org/article/c55b6fe86cd64bb0896920a80f99a6f2
Publikováno v:
Remote Sensing, Vol 15, Iss 3, p 547 (2023)
The Cross-track Infrared Sounder (CrIS), in low Earth orbit since 2011, makes measurements of the top of atmosphere radiance for input into data assimilation (DA) systems as well as the retrieval of geophysical state variables. CrIS measurements have
Externí odkaz:
https://doaj.org/article/3e286ddf8d534d26a452666d5e246311
Publikováno v:
Tellus: Series A, Dynamic Meteorology and Oceanography, Vol 64, Iss 0, Pp 1-12 (2012)
Ensemble clustering (EC) can arise in data assimilation with ensemble square root filters (EnSRFs) using non-linear models: an M-member ensemble splits into a single outlier and a cluster of M–1 members. The stochastic Ensemble Kalman Filter does n
Externí odkaz:
https://doaj.org/article/b5e2556f9b73495591a9eae91e09cb49
Publikováno v:
Quarterly Journal of the Royal Meteorological Society. 148:2703-2716
Autor:
Brett T. Hoover, Ross N. Hoffman, Hui Liu, Kayo Ide, Kevin Garrett, David Santek, Katherine E. Lukens
Publikováno v:
Atmospheric Measurement Techniques. 15:2719-2743
The need for highly accurate atmospheric wind observations is a high priority in the science community, and in particular numerical weather prediction (NWP). To address this requirement, this study leverages Aeolus wind LIDAR Level-2B data provided b
Publikováno v:
Journal of Geophysical Research: Atmospheres. 128
Autor:
Ross N. Hoffman, Sid Boukabara, Narges Shahroudi, Kevin Garrett, Likun Wang, Eric Maddy, Kayo Ide
Publikováno v:
Journal of Atmospheric and Oceanic Technology. 38:2109-2123
Developed at the National Oceanic and Atmospheric Administration (NOAA) and the Joint Center for Satellite Data Assimilation (JCSDA), the Community Global Observing System Simulation Experiment (OSSE) Package (CGOP) provides a vehicle to quantitative
Autor:
Kayo Ide, Stephen G. Penny, Jason Hickey, Philippe Tissot, John K. Williams, Ross N. Hoffman, Sue Ellen Haupt, John E. Ten Hoeve, Alan J. Geer, Eric Maddy, David Hall, Kenneth S. Casey, Vladimir M. Krasnopolsky, Nikunj C. Oza, Hung-Lung Allen Huang, Sid-Ahmed Boukabara, Jebb Stewart, Amy McGovern
Publikováno v:
Bulletin of the American Meteorological Society. 102:E1016-E1032
Promising new opportunities to apply artificial intelligence (AI) to the Earth and environmental sciences are identified, informed by an overview of current efforts in the community. Community input was collected at the first National Oceanic and Atm