Quanhua (Mark) Liu

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 42

Top Topics

Discontinuity Preserving

Advanced Technology

Weather Forecasting

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Trans. Geosci. Remote. Sens.

Publications

Zichao Liang, Yong-Keun Lee, Christopher Grassotti, Lin Lin, Quanhua (Mark) Liu
Machine Learning-Based Estimation of Tropical Cyclone Intensity from Advanced Technology Microwave Sounder Using a U-Net Algorithm. Remote. Sens. 16 (1) (2024)
Shuyan Liu, Christopher Grassotti, Quanhua (Mark) Liu
Warm-Season Microwave Integrated Retrieval System Precipitation Improvement Using Machine Learning Methods. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Xingming Liang, Lihang Zhou, Mitchell D. Goldberg, Satya Kalluri, Christopher Grassotti, Ninghai Sun, Banghua Yan, Hu Yang, Lin Lin, Quanhua (Mark) Liu
Improving ATMS Imagery Visualization Using Limb Correction and AI Resolution Enhancement. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Changyong Cao, Quanhua (Mark) Liu, Xi Shao
Current and Future Weather Forecast Needs for the Passive Microwave Sounder 22-24 GHz Channels in the Context of RFI. IGARSS (2023)
Shuyan Liu, Christopher Grassotti, Quanhua (Mark) Liu, Yan Zhou, Yong-Keun Lee
Improvement of MiRS Sea Surface Temperature Retrievals Using a Machine Learning Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Xingming Liang, Kevin Garrett, Quanhua (Mark) Liu, Eric S. Maddy, Kayo Ide, Sid-Ahmed Boukabara
A Deep-Learning-Based Microwave Radiative Transfer Emulator for Data Assimilation and Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Hu Yang, Robbie Iacovazzi, Ninghai Sun, Quanhua (Mark) Liu, Robert Vincent Leslie, Matthew Sammons, James Fuentes, Edward J. Kim, Cheng-Hsuan Lyu, Saji Abraham
ATMS Radiance Data Products' Calibration and Evaluation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
John Xun Yang, Yalei You, William J. Blackwell, Quanhua (Mark) Liu, Ralph Ferraro, David W. Draper, Nigel Atkinson, Tim J. Hewison, Sidharth Misra, Jinzheng Peng
An Adaptive Calibration Window for Noise Reduction of Satellite Microwave Radiometers. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Quanhua (Mark) Liu, Banghua Yan, Kevin Garrett, Yingtao Ma, Xingming Liang, Jingfeng Huang, Wenhui Wang, Changyong Cao
Deriving Surface Reflectance From Visible/Near Infrared and Ultraviolet Satellite Observations Through the Community Radiative Transfer Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Edward J. Kim, Saji Abraham, Joel Amato, William J. Blackwell, Peter Cho, James Fuentes, Mark Hernquist, James Kam, Robert Vincent Leslie, Quanhua (Mark) Liu, Cheng-Hsuan Lyu, Taichien Mao, Idahosa A. Osaretin, Fabian Rodriguez-Gutierrez, Matthew Sammons, Craig K. Smith, Ninghai Sun, Hu Yang
An Evaluation of NOAA-20 ATMS Instrument Pre-Launch and On-Orbit Performance Characterization. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Quanhua (Mark) Liu, Yong-Keun Lee, Christopher Grassotti, XingMing Liang, Stanley Q. Kidder, Sheldon Kusselson
The Challenge of Surface Type Changes Over the Aral Sea for Satellite Remote Sensing of Precipitation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Banghua Yan, Mitch D. Goldberg, Xin Jin, Ding Liang, Jingfeng Huang, Warren Porter, Ninghai Sun, Lihang Zhou, Chunhui Pan, Flavio Iturbide-Sanchez, Quanhua (Mark) Liu, Kun Zhang
A New 32-Day Average-Difference Method for Calculating Inter-Sensor Calibration Radiometric Biases between SNPP and NOAA-20 Instruments within ICVS Framework. Remote. Sens. 13 (16) (2021)
Xingming Liang, Quanhua (Mark) Liu
Applying Deep Learning to Clear-Sky Radiance Simulation for VIIRS with Community Radiative Transfer Model - Part 1: Develop AI-Based Clear-Sky Mask. Remote. Sens. 13 (2) (2021)
Hu Yang, Jun Zhou, Ninghai Sun, Quanhua (Mark) Liu, Robert Vincent Leslie, Kent Anderson, Edward J. Kim, Cheng-Hsuan Lyu, Craig K. Smith, Lisa McCormick
2-D Lunar Microwave Radiance Observations From the NOAA-20 ATMS. IEEE Geosci. Remote. Sens. Lett. 18 (11) (2021)
Xingming Liang, Quanhua (Mark) Liu
Preliminary Report on Deep Learning-based Daytime Clear-Sky Radiance for VIIRS. IGARSS (2021)
Xingming Liang, Quanhua (Mark) Liu
Erratum: Liang, X., et al. Applying Deep Learning to Clear-Sky Radiance Simulation for VIIRS with Community Radiative Transfer Model - Part 2: Model Architecture and Assessment. Remote Sens. 2020 12, 3825. Remote. Sens. 13 (3) (2021)
Quanhua (Mark) Liu, Changyong Cao, Christopher Grassotti, Yong-Keun Lee
How Can Microwave Observations at 23.8 GHz Help in Acquiring Water Vapor in the Atmosphere over Land? Remote. Sens. 13 (3) (2021)
Quanhua (Mark) Liu, Changyong Cao, Christopher Grassotti, Xingming Liang, Yong Chen
Experimental OMPS Radiance Assimilation through One-Dimensional Variational Analysis for Total Column Ozone in the Atmosphere. Remote. Sens. 13 (17) (2021)
Yong-Keun Lee, Quanhua (Mark) Liu, Christopher Grassotti, Xingming Liang, Shuyan Liu, Yan Zhou, Ming Fang
Preliminary Development and Testing of an EPS-SG Microwave Sounder Proxy Data Generator Using the NOAA Microwave Integrated Retrieval System. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Xingming Liang, Quanhua (Mark) Liu, Banghua Yan, Ninghai Sun
A Deep Learning Trained Clear-Sky Mask Algorithm for VIIRS Radiometric Bias Assessment. Remote. Sens. 12 (1) (2020)
Robbie Iacovazzi, Lin Lin, Ninghai Sun, Quanhua (Mark) Liu
NOAA Operational Microwave Sounding Radiometer Data Quality Monitoring and Anomaly Assessment Using COSMIC GNSS Radio-Occultation Soundings. Remote. Sens. 12 (5) (2020)
Xingming Liang, Quanhua (Mark) Liu
Applying Deep Learning to Clear-Sky Radiance Simulation for VIIRS with Community Radiative Transfer Model - Part 2: Model Architecture and Assessment. Remote. Sens. 12 (22) (2020)
Shuyan Liu, Christopher Grassotti, Quanhua (Mark) Liu, Yong-Keun Lee, Ryan Honeyager, Yan Zhou, Ming Fang
The NOAA Microwave Integrated Retrieval System (MiRS): Validation of Precipitation From Multiple Polar-Orbiting Satellites. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Edward J. Kim, Robert Vincent Leslie, C.-H. Joseph Lyu, Craig K. Smith, Idahosa A. Osaretin, Saji Abraham, Matt Sammons, Kent Anderson, Joel Amato, James Fuentes, Mark Hernquist, Mike Landrum, Fabian Rodriguez-Gutierrez, James Kam, Peter Cho, Hu Yang, Quanhua (Mark) Liu, Ninghai Sun
Pre-Launch Performance of the Advanced Technology Microwave Sounder (ATMS) on the Joint Polar Satellite System-2 Satellite (JPSS-2). IGARSS (2020)
Hu Yang, Ninghai Sun, Quanhua (Mark) Liu, Robert Vincent Leslie, Edward J. Kim, Cheng-Hsuan Lyu, Matthew Sammons, James Fuentes
On Study of Error Sources in Microwave Thermal Vacuum Non-Linearity Test and on-Orbit Verification. IGARSS (2020)
Shuyan Liu, Christopher Grassotti, Quanhua (Mark) Liu, Yong-Keun Lee, Ryan Honeyager
Multiple Satellite Microwave Retrieval of Tropical Cyclone Rain Rate and Warm Core Structure. IGARSS (2019)
Shuyan Liu, Christopher Grassotti, Quanhua (Mark) Liu, Yong-Keun Lee, Ryan Honeyager
The NOAA Microwave Integrated Retrieval System Multiple Satellite Rain Rate Retrieval and Monitoring. IGARSS (2019)
Nicholas R. Nalli, Antonia Gambacorta, Quanhua (Mark) Liu, Christopher D. Barnet, Changyi Tan, Flavio Iturbide-Sanchez, Tony Reale, Bomin Sun, Michael Wilson, Lori Borg, Vernon R. Morris
Validation of Atmospheric Profile Retrievals From the SNPP NOAA-Unique Combined Atmospheric Processing System. Part 1: Temperature and Moisture. IEEE Trans. Geosci. Remote. Sens. 56 (1) (2018)
Hu Yang, Jun Zhou, Fuzhong Weng, Ninghai Sun, Kent Anderson, Quanhua (Mark) Liu, Edward J. Kim
Developing Vicarious Calibration for Microwave Sounding Instruments Using Lunar Radiation. IEEE Trans. Geosci. Remote. Sens. 56 (11) (2018)
Flavio Iturbide-Sanchez, Silvia Regina Santos da Silva, Quanhua (Mark) Liu, Kenneth L. Pryor, Michael E. Pettey, Nicholas R. Nalli
Toward the Operational Weather Forecasting Application of Atmospheric Stability Products Derived From NUCAPS CrIS/ATMS Soundings. IEEE Trans. Geosci. Remote. Sens. 56 (8) (2018)
Nicholas R. Nalli, Antonia Gambacorta, Quanhua (Mark) Liu, Changyi Tan, Flavio Iturbide-Sanchez, Christopher D. Barnet, Everette Joseph, Vernon R. Morris, Mayra Oyola, Jonathan W. Smith
Validation of Atmospheric Profile Retrievals from the SNPP NOAA-Unique Combined Atmospheric Processing System. Part 2: Ozone. IEEE Trans. Geosci. Remote. Sens. 56 (1) (2018)
Edward J. Kim, Vince Leslie, C.-H. Joseph Lyu, Lisa McCormick, Craig K. Smith, Idahosa A. Osaretin, Quanhua (Mark) Liu, Ninghai Sun, Hu Yang, Lin Lin, Kent Anderson, Mark Hernquist, James Fuentes, Elliot Stiglic, Michael Replan
ON-ORBIT SPECIAL TESTING OF NOAA-20/JPSS-l ATMS. IGARSS (2018)
Wan Wu, Xu Liu, Daniel K. Zhou, Allen M. Larar, Qiguang Yang, Susan H. Kizer, Quanhua (Mark) Liu
The Application of PCRTM Physical Retrieval Methodology for IASI Cloudy Scene Analysis. IEEE Trans. Geosci. Remote. Sens. 55 (9) (2017)
Xingming Liang, Ninghai Sun, Alexander Ignatov, Quanhua (Mark) Liu, Wenhui Wang, Bin Zhang, Fuzhong Weng, Changyong Cao
Monitoring of VIIRS ocean clear-sky brightness temperatures against CRTM simulation in ICVS for TEB/M bands. Earth Observing Systems (2017)
Flavio Iturbide-Sanchez, Quanhua (Mark) Liu, Antonia Gambacorta, Christopher D. Barnet, Nicholas R. Nalli, Changyi Tan, Silvia Regina Santos da Silva
Using averaging kernels to study the vertical resolution of nucaps temperature and water vapor. IGARSS (2017)
Shuyan Liu, Christopher Grassotti, Junye Chen, Quanhua (Mark) Liu
GPM Products From the Microwave-Integrated Retrieval System. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (6) (2017)
Daniel K. Zhou, Xu Liu, Allen M. Larar, Jialin Tian, William L. Smith, Susan H. Kizer, Wan Wu, Quanhua (Mark) Liu, Mitch D. Goldberg
First Suomi NPP Cal/Val Campaign: Intercomparison of Satellite and Aircraft Sounding Retrievals. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (9) (2016)
Shuyan Liu, Christopher Grassotti, Quanhua (Mark) Liu
The MIRS GPM precipitation retrieval. IGARSS (2016)
Tong Zhu, Jean-Luc Moncet, Sid-Ahmed Boukabara, Quanhua (Mark) Liu, Paul van Delst
Implementation and evaluation of Optimal Spectral Sampling method in CRTM. IGARSS (2016)
Xiaozhen Xiong, Yong Han, Quanhua (Mark) Liu, Fuzhong Weng
Comparison of Atmospheric Methane Retrievals From AIRS and IASI. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (7) (2016)
Quanhua (Mark) Liu, Xionzhen Xiong, Flavio Iturbide-Sanchez, Xu Liu, Wan Wu, Antonia Gambacorta
Retrievals of trace gases from hyperspectral sounders. IGARSS (2016)
Flavio Iturbide-Sanchez, Silvia Regina Santos da Silva, Quanhua (Mark) Liu
Use of temperature and humidity profiles derived from satellite retrievals for the derivation of atmospheric stability indices. IGARSS (2016)
Xiaozhen Xiong, Quanhua (Mark) Liu, Yong Han, Fuzhong Weng
Comparison of atmospheric methane observations from AIRS and IASI. IGARSS (2015)
Quanhua (Mark) Liu, Changyong Cao, Fuzhong Weng
Assessment of Suomi National Polar-Orbiting Partnership VIIRS Emissive Band Calibration and Inter-Sensor Comparisons. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (3) (2013)
Quanhua (Mark) Liu, Fuzhong Weng
Using Advanced Matrix Operator (AMOM) in Community Radiative Transfer Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (3) (2013)
Quanhua (Mark) Liu, Paul van Delst, Yong Chen, David Groff, Yong Han, Andrew Collard, Fuzhong Weng, Sid-Ahmed Boukabara, John Derber
Community radiative transfer model for radiance assimilation and applications. IGARSS (2012)
Quanhua (Mark) Liu, Changyong Cao, Fuzhong Weng
SUOMI NPP VIIRS emissive band radiance calibration and analysis. IGARSS (2012)
Sid-Ahmed Boukabara, Kevin Garrett, Wanchun Chen, Flavio Iturbide-Sanchez, Christopher Grassotti, Cezar Kongoli, Ruiyue Chen, Quanhua (Mark) Liu, Banghua Yan, Fuzhong Weng, Ralph Ferraro, Thomas J. Kleespies, Huan Meng
MiRS: An All-Weather 1DVAR Satellite Data Assimilation and Retrieval System. IEEE Trans. Geosci. Remote. Sens. 49 (9) (2011)
Quanhua (Mark) Liu, Fuzhong Weng, Stephen J. English
An Improved Fast Microwave Water Emissivity Model. IEEE Trans. Geosci. Remote. Sens. 49 (4) (2011)
Quanhua (Mark) Liu, Fuzhong Weng, Yong Han, Paul van Delst
Community Radiative Transfer Model for Scattering Transfer and Applications. IGARSS (4) (2008)
Quanhua (Mark) Liu, Fuzhong Weng, Yong Han, Yong Chen
Microwave and Infrared Radiances Assimilation for Weather Forecasting. IGARSS (2) (2008)
Sid-Ahmed Boukabara, Fuzhong Weng, Quanhua (Mark) Liu
Passive Microwave Remote Sensing of Extreme Weather Events Using NOAA-18 AMSUA and MHS. IEEE Trans. Geosci. Remote. Sens. 45 (7-2) (2007)
Quanhua (Mark) Liu, Fuzhong Weng
Study of calibration of windsat polarimetric sensor. IGARSS (2005)
Quanhua (Mark) Liu, Fuzhong Weng
One-dimensional variational retrieval algorithm of temperature, water vapor, and cloud water profiles from advanced microwave sounding unit (AMSU). IEEE Trans. Geosci. Remote. Sens. 43 (5) (2005)