Estimation of Hurricane Intensity from ATMS-Derived Temperature Anomaly using Machine Learning
ATMS, warm core, atlantic hurricane intensity, machine learning
Abstract
Abstract not found
Downloads
How to Cite
References
Shannon Brown, Bjorn Lambrigtsen, Boon Lim, Todd Gaier (2017) Demonstraging the impact of rapid repeat passive microwave observations from the global hawk: Implications for future smallsat or GEO missions. 5938-5941.
K Dolling, G Barnes (2001) Warm-core formation in Tropical Storm Humberto. 140, 1177-1190.
G Barnes (2014) The evolution of Hurricane Humberto (2001). 71, 1276-1291.
Stephen Durden (2013) Observed Tropical Cyclone Eye Thermal Anomaly Profiles Extending above 300 hPa. 141(12), 4256-4268.
T Galarneau, C Jr, M Davis, Shapiro (2013) Intensification of Hurricane Sandy (2012) through extratropical warm core seclusion. 141, 4296-4321.
M Gaona, A Overeem, A Brasjen, J Meirink, H Leijnse, &r Uijlenhoet (2017) Evaluation of rainfall products derived from satellites and microwave links for the Netherlands. 55, 6849-6859.
M Goldberg (1999) Generation of retrieval products from AMSU-A: Methodology and validation. 219-229.
Yang Han, Fuzhong Weng (2018) Remote Sensing of Tropical Cyclone Thermal Structure from Satellite Microwave Sounding Instruments: Impacts of Optimal Channel Selection on Retrievals. 32(5), 804-818.
J Halverson, J Simpson, G Heymsfield, H Pierce, T Hock, L Ritchie (2006) Warm core structure of Hurricane Erin diagnosed from high altitude dropsondes during CAMEX-4. 63, 309-324.
H Hawkins, D Rubsam (1964) Part II: Structure and budgets of the hurricane core on 1 October 1964. 96, 617-636.
S Imbembo (1976) The structure of a small, intense Hurricane-Inez 1966. 104, 418-442.
Hao Hu, Fuzhong Weng, Yang Han, Yihong Duan (2019) Remote Sensing of Tropical Cyclone Thermal Structure from Satellite Microwave Sounding Instruments: Impacts of Background Profiles on Retrievals. 33(1), 89-103.
S Kidder, W Gray, T Vonder Haar (1978) Estimating tropical cyclone central pressure and outer winds from satellite microwave data. 106, 1458-1464.
(1980) Tropical cyclone outer surface winds derived from satellite microwave data. 108, 144-152.
M Goldberg, R Zehr, M Demaria, J Purdom, C Velden, N Grody, S Kusselson (2000) Satellite analysis of tropical cyclones using the Advanced Microwave Sounding Unit (AMSU). 81, 1241-1260.
Chanh Kieu, Vijay Tallapragada, Da-Lin Zhang, Zachary Moon (2016) On the Development of Double Warm-Core Structures in Intense Tropical Cyclones. 73(11), 4487-4506.
J Knaff, S Seseske, M Demaria, J Demuth (2004) On the in fluences of vertical wind shear on symmetric tropical cyclone structure derived from AMSU. 132, 2503-2510.
La Seur, N, H Hawkins (1963) An analysis of Hurricane Cleo (1958) based on data from research reconnaissance aircraft. 91, 694-709.
Lin Lin, Fuzhong Weng (2018) Estimation of Hurricane Maximum Wind Speed Using Temperature Anomaly Derived From Advanced Technology Microwave Sounder. 15(5), 639-643.
Erin Munsell, Fuqing Zhang, Scott Braun, Jason Sippel, Anthony Didlake (2018) The Inner-Core Temperature Structure of Hurricane Edouard (2014): Observations and Ensemble Variability. 146(1), 135-155.
Daniel Stern, Fuqing Zhang (2010) The Warm-Core Structure of Hurricane Earl (2010). 73(8), 3305-3328.
Xiaoxu Tian, Xiaolei Zou (2016) ATMS‐ and AMSU‐A‐derived hurricane warm core structures using a modified retrieval algorithm. 121(21), 12630-12646.
Christopher Velden, William Smith (1983) Monitoring Tropical Cyclone Evolution with NOAA Satellite Microwave Observations. 22(5), 714-724.
Christopher Velden (1989) Observational Analyses of North Atlantic Tropical Cyclones from NOAA Polar-Orbiting Satellite Microwave Data. 28(1), 59-70.
Xiang Wang, Haiyan Jiang (2019) A 13-Year Global Climatology of Tropical Cyclone Warm-Core Structures from AIRS Data. 147(3), 773-790.
Zhuo Wang, M Montgomery, T Dunkerton (2007) Genesis of Pre-Hurricane Felix (2007). Part II: Warm Core Formation, Precipitation Evolution, and Predictability. 67(6), 1730-1744.
Fuzhong Weng, Limin Zhao, Ralph Ferraro, Gene Poe, Xiaofan Li, Norman Grody (2003) Advanced microwave sounding unit cloud and precipitation algorithms. 38(4), 8086-8096.
X Zou, X Wang, S Yang, M Goldberg (2012) Introduction to Suomi NPP ATMS for NWP and tropical cyclone applications. 117, 1-14.
Da‐lin Zhang, Hua Chen (2012) Importance of the upper‐level warm core in the rapid intensification of a tropical cyclone. 39(2), 1-6.
Kexin Zhang, Lihang Zhou, Mitch Goldberg, Xingpin Liu, Walter Wolf, Changyi Tan, Quanhua Liu (2017) A Methodology to Adjust ATMS Observations for Limb Effect and Its Applications. 122(21), 356.
Tong Zhu, Da-Lin Zhang, Fuzhong Weng (2002) Impact of the Advanced Microwave Sounding Unit Measurements on Hurricane Prediction. 130(10), 2416-2432.
F Weng (2013) Hurricane Sandy warmcore structure observed from Advanced Technology Microwave Sounder. 40, 3325-3330.
Published
2020-10-05
Issue
Section
License
Copyright (c) 2020 Authors and Global Journals Private Limited
This work is licensed under a Creative Commons Attribution 4.0 International License.