2021 CISESS Articles

Abdolghafoorian, Abedeh, and Paul Dirmeyer, 2021:. Validating the land-atmosphere coupling behavior in weather and climate models using observationally-based global products, J. Hydrometeor., 22, 1507–1523,

Adhikari, Locknath, Shu-Peng Ho, and Xinja Zhou, 2021: Inverting COSMIC-2 phase data to bending angle and refractivity profiles using the full spectrum inversion method, Remote Sens., 13, 1793;

Alnas, J., G. Giddings, and N. Jeong, 2021: Bandwidth improvement of an inverted-f antenna using dynamic hybrid binary particle swarm optimization. Appl. Sci., 11, 2559,[in Special Issue on Design Optimization of Antennas].

Awasthi, A. K., C. D. Simpson, S. Kolpuke, T. D. Luong, S. Yan, R. Taylorand S. P. Gogineni, 2021: A Wideband patch antenna array with inclined proximity coupled feed for UAV radar applicationsIEEE Open J. Antennas Propag., 2, 1079-1086,

Bae, Minah, Byeong-Uk Kim, Hyun Cheol Kim, Jhoon Kim and Soontae Kim, 2021:  Role of emissions and meteorology in the recent PM2.5 changes in China and South Korea from 2015 to 2018. Environ. Pollut., 270, 116233,

Bai, Yu; Liang, Shunlin, ; Yuan, Wenping, 2021: Estimating Global Gross Primary Production from Sun-Induced Chlorophyll Fluorescence Data and Auxiliary Information Using Machine Learning Methods. Remote Sens. 2021, 13, 963.

Brune, W. H.; P. J. McFarland, E. Bruning, S. Waugh, D. MacGorman, D. O. Miller, J. M. Jenkins, X. Ren, J. Mao and J. Peischl, 2021:  Extreme oxidant amounts produced by lightning in storm clouds. Science, 372, 711–715,

Caicedo, Vanessa; Ruben Delgado, Winston Luke, Xinrong Ren, Paul Kelley, Phillip R. Stratton, Russell R. Dickerson, Timothy Berkoff and Guillaume Gronof, 2021: ., Observations of bay-breeze and ozone events over a marine site during the OWLETS-2 campaign, Atmos. Environ., 263, 118669,

Campbell, Patrick C., Daniel Tong, Youhua Tang, Barry Baker, Pius Lee, Rick Saylor, Ariel Stein, Siqi Ma, Lok Lamsal, and Zhen Qu, 2021: Impacts of the COVID-19 economic slowdown on ozone pollution in the U.S., Atmos. Environ., 264, 118713,

Cao, Changyong; Bin Zhang; Xi Shao; Wenhui Wang; Sirish Uprety; Taeyoung Choi; Slawomir Blonski, Yalong Gu; Yan Bai; Lin Lin; and Satya Kalluri, 2021: Mission-long recalibrated science quality Suomi NPP VIIRS radiometric dataset using advanced algorithms for time series studies. Remote Sens., 13, 1075.

Carroll, Brian J.; Belay B. Demoz, David D. Turner, and Ruben Delgado, 2021: Lidar observations of a mesoscale moisture transport event impacting convection and comparison to Rapid Refresh model analysis. Mon. Wea. Rev., 149, 463–477,[in Special PECAN Collection].

Cawse-Nicholson, Kerry; Philip A. Townsend, David Schimel, …, Qingyuan Zhang, and SBG working group, 2021: NASA’s surface biology and geology designated observable: A perspective on surface image algorithms. Remote Sens. Environ., 257, 112349,

Chen, Wen, Rachel Pinker, Yingtao Ma, Glynn Hulley, Eva Borbas, Tanvir Islam, Kerry-A. Cawse-Nicholson, Simon Hook, Chris Hain and Jeff Basara: 2021: Land Surface Temperature from GOES-East and GOES-West, J. Atmos. Oceanic Technol., 38, 843–858 ,

Chen, Xiaoyang; Yang Zhang, Kai Wang, Daniel Tong, Pius Lee, Youhua Tang, Jianping Huang, Patrick C. Campbell, Jeff Mcqueen, Havala O. T. Pye, Benjamin N. Murphy, and Daiwen Kang, 2021: Evaluation of the offline-coupled GFSv15–FV3–CMAQv5.0.2 in support of the next-generation National Air Quality Forecast Capability over the contiguous United States. Geosci. Model Dev., 14, 3969–3993,

Chen, Yilin; Huizhong Shen, Jennifer Kaiser, Yongtao Hu, Shannon L. Capps, Shunliu Zhao, Amir Hakami, Jhih-Shyang Shih, Gertrude K. Pavur, Matthew D. Turner, Daven K. Henze, Jaroslav Resler, Athanasios Nenes, Sergey L. Napelenok, Jesse O. Bash, Kathleen M. Fahey, Gregory R. Carmichael, Tianfeng Chai, Lieven Clarisse, Pierre-Francois Coheur, Martin Van Damme, and Armistead G. Russell, 2021: High-resolution hybrid inversion of IASI ammonia columns to constrain US ammonia emission using the CMAQ adjoint model, Atmos. Chem. Phys., 21, 2067–2082,

Chen, Yong,Xi Shao, Changyong Cao, and Shu-peng Ho, 2021: Simultaneous radio occultation predictions for inter-satellite comparison of bending angle profiles from COSMIC-2 and GeoOptics. Remote Sens.13, 3644,

Cheng, Lijing, John Abraham, Kevin E. Trenberth, John Fasullo, Tim Boyer, Ricardo Locarnini, Bin Zhang, Fujiang Yu, Liying Wan, Xingrong Chen, Xiangzhou Song, Yulong Liu, Michael E. Mann, Franco Reseghetti, Simona Simoncelli, Viktor Gouretski, Gengxin Chen, Alexey Mishonov, James Reagan and Jiang Zhu, 2021: Upper ocean temperatures hit record high in 2020. Adv. Atmos. Sci., 38, 523–530,

Cheung, Mandy W.M.; Karlo Hock, William Skirving and Peter J. Mumby, 2021: Cumulative bleaching undermines systemic resilience of the Great Barrier Reef. Curr. Biol., 31, 5385-5392.e4,

Dennis , E.J. andE. H. Berbery, 2021: The Role of Soil Texture in Local Land Surface–Atmosphere Coupling and Regional Climate. J. Hydrometeor., 22, 313-330,

Diao, Chunyuan; Zijun Yang, Feng Gao, Xiaoyang Zhang, and Zhengwei Yang, 2021: Hybrid phenology matching model for robust crop phenological retrieval. J. Photogramm. Remote Sens., 181, 308–326,

Eibedingil, Iyasu; Thomas Gill; R. Scott Van Pelt and Daniel Tong., 2021a: Comparison of aerosol optical depth from MODIS Product Collection 6.1 and AERONET in the western United States. Remote Sens., 13, 2316,

Eibedingil, Iyasu; Thomas Gill; R. Scott Van Pelt and Daniel Tong., 2021b: Combining optical and radar satellite imagery to investigate the surface properties and evolution of the Lordsburg Playa, New Mexico, USA. Remote Sens., 13, 3402.

Etchie, Tunde Ogbemi; Ayotunde Titilayo Etchie, Aliyu Jauro, Rachel T. Pinker, and Nedunchezhian Swaminathan, 2021: Season, not lockdown, improved air quality during COVID-19 State of Emergency in Nigeria, Sci. Total Environ., 768, 145187,

Fedkin, N. M., Li, C., Krotkov, N. A., Hedelt, P., Loyola, D. G., Dickerson, R. R., and Spurr, R., 2021: Volcanic SO2 Effective Layer Height Retrieval for OMI Using a Machine Learning Approach, Atmos. Meas. Tech., 14, 3673–3691,

Flombaum, Pedro and Martiny, Adam C., 2021: Diverse but uncertain responses of picophytoplankton lineages to future climate change. Limnol. Oceanogr., 66, 4171–4181,

Frame, Jonathan M., Frederik Kratzert, Austin Raney II, Mashrekur Rahman, Fernando R. Salas and Grey S. Nearing, 2021: Post-processing the National Water Model with long short-term memory networks for streamflow predictions and model diagnostics. J. Amer. Water Resour. Assoc.,57, 885–905,

Gan, Yanjun; Yu Zhanga, Cezar Kongoli, Christopher Grassotti, Yuqiong Liu, Yong-Keun Lee and Dong-Jun Seo, 2021: Evaluation and blending of ATMS and AMSR2 snow water equivalent retrievals over the conterminous United States. Remote Sens. Environ., 254, 112280,

Geiger, Erick F., Scott F. Heron, William J. Hernández, Jamie M. Caldwell, Kim Falinski, Tova Callender, Austin L. Greene, Gang Liu, Jacqueline L. De La Cour, Roy A. Armstrong, Megan J. Donahue andC. Mark Eakin, 2021: Optimal spatiotemporal scales to aggregate satellite ocean color data for nearshore reefs and tropical coastal waters: two case studies, Front. Mar. Sci., 8, 643302,, [in Special Issue on Remote Sensing for Applied Coral Reef Science and Management].

Gilliam, Robert C.; Jerold A. Herwehe, O. Russell Bullock Jr., Jonathan E. Pleim, Limei Ran, Patrick C. Campbell, and Hosein Foroutan, 2021: Establishing the Suitability of the Model for Prediction Across Scales-Atmosphere (MPAS-A) for Global Retrospective Air Quality Modeling. J. Geophys. Res. Atmos., 126, e2020JD033588,

Glenn, Equisha; T.M. Smith, J. Gálvez, M. Davison, K. Hibbert, J.E. González, 2021: Tropical convection in the caribbean and surrounding region during a regional, warming sea-surface temperature period, 1982 – 2020. Hydrology, 8, 56,

Global Coral Reef Monitoring Network (Jacqueline De La Cour, contributor and reviewer), 2021: The Sixth Status of Coral Reefs of the World: 2020 Report, edited by David Souter, Serge Planes, Jérémy Wicquart, Murray Logan, David Obura & Francis Staub, released October 5, 2021, available online at

Gonzalez, Andres; Millet, Dylan B.; Yu, Xueying; Wells, Kelley C.; Griffis, Timothy J.; Baier, Bianca C.; Campbell, Patrick; Choi, Yonghoon; DiGangi, Joshua Paul; and Gvakharia, Alexander, 2021: Fossil vs. non-fossil CO sources in the US: New airborne constraints from ACT-America and GEM, Geophys. Res. Lett., 48, e2021GL093361.

Gu, Yalong, Slawomir Blonski, Wenhui Wang, Sirish Uprety, Taeyoung Choi, Xi Shao, Bin Zhang, and Changyong Cao. 2021: Improved NOAA-20 Visible Infrared Imaging Radiometer Suite Day/Night Band image quality by upgraded gain calibration. Remote Sens., 13, 2509.

Halloran, PR, McWhorter J, Nava BA, Marsh R, Skirving W., 2021: S2P3-R v2.0: computationally efficient modelling of shelf seas on regional to global scales, Geoscientific Model Development, 14, 6177–6195,

Herrera Estrella, Eder; Alexander Gilerson, Robert Foster and Philipp Groetsch, 2021: Spectral decomposition of remote sensing reflectance variance due to the spatial variability from ocean color and high-resolution satellite sensors, J. Appl. Remote Sens., 15(2), 024522,

Hu, Zeng-Zhen; Arun Kumar, and Jieshun Zhu, 2021: Dominant Modes of Ensemble Mean Signal and Noise in Seasonal Forecasts of SST, Clim. Dynamics, 56(3-4), 1251-1264,

Huang, Boyin; Chunying Liu, Eric Freeman, Garrett Graham, Tom Smith, and Huai-Min Zhang, 2021b: Assessment and Intercomparison of the daily optimum interpolation sea surface temperature (DOISST) version 2.1. J. Climate , 34, 7421–7441,

Huang, Boyin; Chunying Liu, Viva Banzon, Eric Freeman, Garrett Graham, Bill Hankins, Tom Smith, and Huai-Min Zhang, 2021a: Improvements of the daily optimum interpolation sea surface temperature (DOISST) version 2.1. J. Climate , 34, 2923–2939,

Huang, Boyin; Zhaomin Wang, Xungang Yin, Anthony Arguez, Garrett Graham, Chunying Liu, Tom Smith and Huai-Min Zhang, 2021c: Prolonged marine heatwaves in the Arctic: 1982−2020, Geophys. Res. Lett., 48, e2021GL095590,

Huang, Feixiong; James L. Garrison, S. Mark Leidner, Bachir Annane, Ross N. Hoffman, Giuseppe Grieco and Ad Stoffelen , 2020: A Forward Model for Data Assimilation of GNSS Ocean Reflectometry Delay-Doppler Maps, IEEE Trans. Geosci. Remote Sens.,  59, 2643-2656,

International Altimetry Team (including Sinead Farrell, Yongsheng Zhang), 2021: Altimetry for the future: Building on 25 years of progress. Adv. Space Res., 68, 317-363,

Iturbide Sanchez, Flavio; Zhipeng Wang, and Kun Zhang, 2021: Performance of the CrIS instruments as GSICS IR reference, GSICS Quart., 14(4), 4-6, doi: 10.25923/jmbt-d994

Jia, Aolin; Han Ma, Shunlin Liang and Dongdong Wang, 2021: Cloudy-sky land surface temperature from VIIRS and MODIS satellite data using a surface energy balance-based method. Remote Sens. Environ., 263, 112566,

Jiang, L.-Q.,Feely, R. A., Wanninkhof, R., Greeley, D., Barbero, L., Alin, S., Carter, B. R., Pierrot, D., Featherstone, C., Hooper, J., Melrose, C., Monacci, N., Sharp, J. D., Shellito, S., Xu, Y.-Y., Kozyr, A., Byrne, R. H., Cai, W.-J., Cross, J., Johnson, G. C., Hales, B., Langdon, C., Mathis, J., Salisbury, J., and Townsend, D. W., 2021: Coastal Ocean Data Analysis Product in North America (CODAP-NA) – an internally consistent data product for discrete inorganic carbon, oxygen, and nutrients on the North American ocean margins, Earth Syst. Sci. Data, 13, 2777–2799,

Jing, Xin; Xi Shao, Tung-Chang Liu, and Bin Zhang, 2021: Comparison of GRUAN RS92 and RS41 radiosonde temperature biases. Atmosphere, 12, 857,

Kalluri, S., C. Cao, A. Heidinger, A. Ignatov, J. Key, and T. Smith , 2021: The advanced very high resolution radiometer: contributing to Earth observations for over forty years. Bull. Amer. Met. Soc., 102(2), E351–E366,

Kang, Yoon-Hee; Eunhye Kim, Seunghee You, Minah Bae, Kyuwon Son, Byeong-Uk Kim, Hyun Cheol Kim, and Soontae Kim, 2021: Source Sectoral Impacts on Provincial PM2.5 Concentrations based on the CAPSS 2016 using CMAQ Model,J. Korean Soc. Atmos. Environ., 37(1), 17–44,

Kern, M., R. Cullen, B. Berruti, J. Bouffard, T. Casal, M. R. Drinkwater, A. Gabriele, A. Lecuyot, M. Ludwig, R. Midthassel, I. Navas Traver, T. Parrinello, G. Ressler, E. Andersson, C. Martin Puig, O. Andersen, A. Bartsch, S. L. Farrell, S. Fleury, S. Gascoin, A. Guillot, A. Humbert, E. Rinne, A. Shepherd, M. R. van den Broeke, J. Yackel, (2020), The Copernicus Polar Ice and Snow Topography Altimeter (CRISTAL): Expected mission contributions, Cryosphere, 14, 2235–2251,

Kim, Byeong-Uk; Hyun Cheol Kim, Soontae Kim, 2021: Effects of Vertical Turbulent Diffusivity on Regional PM2.5 and O3 source Contributions, Atmos. Environ., 245, 118026,

Kim, Eunhye; Byeong-Uk Kim, Hyun Cheol Kim, and Soontae Kim, 2021a: Direct and cross impacts of upwind emission control on downwind PM2.5 under various NH3 conditions in Northeast Asia, Environ. Pollut., 268, 115794,

Kim, Eunhye; Byeong-Uk Kim, Hyun Cheol Kim, and Soontae Kim, 2021b: Sensitivity of Fine Particulate Matter Concentrations in South Korea to Regional Ammonia Emissions in Northeast Asia, Environ. Pollut., 273, 116428,

Kim, Hyun Cheol, Dasom Lee, Fong Ngan, Byeong-Uk Kim, Soontae Kim, Changhan Bae and Jin-HoYoon, 2021: Synoptic weather and surface ozone concentration in South Korea. Atmos. Environ., 244, 117985,

Kim, Soontae; Minah Bae, Eunhye Kim, Kyuwon Son, Yoon-Hee Kang, Yunha Kim, Seunghee You, Byeong-Uk Kim and Hyun Cheol Kim, 2021a: Identifying the drivers of PM2.5 concentration changes between December 2019 and December 2020 in South Korea.  J. Korean Soc. Atmos. Environ., 37, 371–387,

Kim, Soontae; Seunghee You, Yoon-Hee Kang, Eunhye Kim, Minah Bae, Kyuwon Son, Byeong-Uk Kim, and Hyun Cheol Kim, 2021b: Municipality-Level Source Apportionment of PM2.5 Concentrations based on the CAPSS 2016: (II) Incheon, J. Korean Soc. Atmos. Environ., 37(1), 144-168,

Kondragunta, Shobha, Wei, Z., McDonald, B. C., Goldberg, D. L., & Tong, Daniel Q., 2021. COVID-19 induced fingerprints of a new normal urban air quality in the United States.J. Geophys. Res. Atmos., 126, e2021JD034797.

Krishnamurthy, V., J. Meixner, L. Stephanova, J. Wang, D. Worthen, S. Moorthi, B. Li, T. Sluka, and Cristiana Stan, 2021: Sources of subseasonal predictability over CONUS during Boreal Summer. J. Clim., 34,  3273–3294, doi:10.1175/JCLI-D-20-0586.1.

Lachs, Liam; John Bythell, Holly East, Alasdir Edwards, Peter Mumby, Wiilliam Skirving, Blake Spady, and James Guest, 2021: Fine-tuning heat stress algorithms to optimise global predictions of mass coral bleaching. Remote Sens. 13, 2677,

Lee, Yong-Keun, Quanhua Liu , Christopher Grassotti , Xingming Liang, Shuyan Liu, Yan Zhou, and Ming Fan, 2021: 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, 3151–3161,

Li, Bing; Shunlin Liang, Xiaobang Liu, Han Ma, Yan Chen, Tianchen Liang and Tao He, 2021: Estimation of all-sky 1 km land surface temperature over the conterminous United States, Remote Sens. Environ., 266, 112707,

Li, Fangjun; Xiaoyang Zhang and Shobha Kondragunta, 2021: Highly anomalous fire emissions from the 2019–2020 Australian bushfires. Environ. Res. Commun., 3, 105005,

Li, Linfengand Jie-Bang Yan, 2021: A low-cost and efficient microstrip-fed air-substrate-integrated waveguide slot array. Electron., 10, 338,

Li, Ruohan; Dongdong Wang and Shunlin Liang, 2021: Comprehensive assessment of five global daily downward shortwave radiation satellite products, Sci. Remote Sens., 4, 100028,

Liang, Xingming,and Quanhua Liu, 2021a:. 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, 222,

Liang, Xingming,and Quanhua Liu, 2021b: Applying deep learning to clear-sky radiance simulation for VIIRS with Community Radiative Transfer Model Part 2: Model architecture and assessment. Remote Sens., 13, 3825,

Lin, Haipeng; Daniel J. Jacob, Elizabeth W. Lundgren, Melissa P. Sulprizio, Christoph A. Keller, Thibaud M. Fritz, Sebastian D. Eastham, Louisa K. Emmons, Patrick C. Campbell, Barry Baker, Rick D. Saylor, and Raffaele Montuoro, 2021: Harmonized Emissions Component (HEMCO) 3.0 as a versatile emissions component for atmospheric models: application in the GEOS-Chem, NASA GEOS, WRF-GC, CESM2, NOAA GEFS-Aerosol, and NOAA UFS models. Geosci. Model Dev., 14, 5487–5506,

Lin, Lin, Xianjun Hao, Bin Zhang, Cheng-Zhi Zou, and Changyong Cao. 2021. Assessment of the Reprocessed Suomi NPP VIIRS Enterprise Cloud Mask Product. Remote Sens., 13, 2502.

Liu, Quanhua; Changyong Cao, Christopher Grassotti, Lee, Yong-Keun, 2021a: How can microwave observations at 23.8 GHz help in acquiring water vapor in the atmosphere over land? Remote Sens. 2021, 13, 489,

Liu, Quanhua; Changyong Cao, Christopher Grassotti, Xingming Liang, and Yong Chen, 2021b: Experimental OMPS radiance assimilation through one-dimensional variational analysis for total column ozone in the atmosphere. Remote Sens., 13, 3418,

Liu, Tung-Chang; Xiaoxiong Xiong, Xi Shao, Yong Chen, Aisheng Wu, Tiejun Chang, and Ashish Shrestha, 2021: Evaluation of aqua MODIS thermal emissive bands stability through radiative transfer modeling. J. Appl. Remote Sens., 15, 024502,

Lotterhos, Katie E.; Áki J. Láruson and Li-Qing Jiang, 2021: Novel and disappearing climates in the global surface ocean from 1800 to 2100, Sci. Rep., 11, 15535,

Lovino, M. A., M. J. Pierrestegui, O. V. Müller, E. H. Berbery, G Müller, M. Pasten, 2021:  Historical best-performing CMIP6 models and their future projections of temperature and precipitation in Paraguay. Climatic Change,

Lukens, Katherine E., Kayo Ide, Kevin Garrett, Hui Liu, David Santek, Brett Hoover, and Ross N. Hoffman, 2021: Exploiting Aeolus Level-2B winds to better characterize atmospheric motion vector bias and uncertainty, Atmos. Meas. Tech., 15, 2719–2743,

Lyu, Congmeng, Shannon L. Capps, Kent Kurashima, Daven K. Henze, Gordon Pierce, Amir Hakami Shunliu Zhao, Jaroslav Resler, Gregory R. Carmichael, Adrian Sandu, Armistead G. Russell, Tianfeng Chai and Jana Milford, 2021: Evaluating oil and gas contributions to ambient nonmethane hydrocarbon mixing ratios and ozone-related metrics in the Colorado Front Range. Atmos. Environ., 246, 118113,

Ma, Siqi; Daniel Tong, Lok Lamsal, Julian Wang, Xuelei Zhang, Youhua Tang,, Rick Saylor, Tianfeng Chai, Pius Lee, Patrick Campbell, Barry Baker, Shobha Kondragunta, Laura Judd, Timothy A. Berkoff, Scott J. Janz, and Ivanka Stajner, 2021: Improving predictability of high-ozone episodes through dynamic boundary conditions, emission refresh and chemical data assimilation during the Long Island Sound Tropospheric Ozone Study (LISTOS) field campaign, Atmos. Chem. Phys., 21, 16531–16553,

MacGregor, J. A.; et al. (including Sinéad L. Farrell, S. Prasad Gogineni), 2021: The Scientific Legacy of NASA’s Operation IceBridge, Reviews of Geophysics, 59(2), e2020RG000712,

Massicotte, Philippe; et al. (including Guangming Zheng); 2021: The Malina oceanographic expedition: How do changes in ice cover, permafrost and UV radiation impact biodiversity and biogeochemical fluxes in the Arctic Ocean?, Earth Syst. Sci. Data, 13, 1561–1592

McWhorter, Jennifer K; Paul R Halloran, George Roff, William J Skirving, Chris T Perry and Peter J Mumby, 2021: The importance of 1.5°C warming for the Great Barrier Reef, Global Change Biol., 28, 1332-1341,

Meier, W., D. Perovich, S. Farrell, C. Haas, S. Hendricks, L. Kaleschke, A. Petty, M. Tschudi, M. Webster, D. Divine, S. Gerland, O. Pavlova, R. Ricker, X. Tian-Kunze, and K. Wood, 2021: Sea ice [in “State of the Climate in 2020”]. Bull. Amer. Meteor. Soc., 102 (8), S279–S282,

Memari Sama S., and T. Prabhaka Clement, 2021: PySWR- A Python Code for Fitting Soil Water Retention Functions, Comput. Geosci., 156, 104897,

Miller, Douglass; Arulraj, M.; Ferraro, R.; Grassotti, C.; Kuligowski, B.; Liu, S.; Petkovic, V.; Wu, S.; Xie, P. A, 2021b: Study of Two Impactful Heavy Rainfall Events in the Southern Appalachian Mountains during Early 2020, Part II; Regional Overview, Rainfall Evolution, and Satellite QPE Utility. Remote Sens., 13, 2500,

Miller, Douglass; Forsythe, J.; Kusselson, S.; Straka III, W.; Yin, J.; Zhan, X.; Ferraro, R., 2021a: A Study of two impactful heavy rainfall events in the southern Appalachian Mountains during early 2020, Part I; Societal impacts, synoptic overview, and historical context. Remote Sens. 13, 2452,

Nearing, Grey S.; Frederik Kratzert, Alden Keefe Sampson, Craig S. Pelissier,Daniel Klotz, Jonathan M. Frame, Cristina Prieto and Hoshin V. Gupta, 2021: What Role Does Hydrological Science Play in the Age of Machine Learning? Water Resour. Res., 57, e2020WR028091,

Pan, Chunhui; Banghua Yan, Changyong Cao, Lawrence Flynn, Xiaozhen Xiong , Eric Beach, and LihangZhou, 2021: Performance of OMPS Nadir Profilers’ Sensor Data Records, IEEE Trans. Geosci. Remote Sens., 59(8), 6885-6893,

Petropavlovskikh, Irina; Koji Miyagawa, Audra McClure-Beegle, Bryan Johnson, Jeannette Wild, Susan Strahan, Krzysztof Wargan, Richard Querel, Lawrence Flynn, Eric Beach, Gerard Ancellet, and Sophie Godin-Beekmann, 2021: Optimized Umkehr profile algorithm for ozone trend analyses, Atmos. Meas. Tech., 15, 1849–1870,

Poterjoy, Jonathan;Ghassan Alaka, Henry Winterbottom, 2021: The irreplaceable utility of sequential data assimilation for numerical weather prediction system development: Lessons learned from an experimental HWRF system, Wea. Forecasting, 36, 661-677,

Qu, Zhen; Daniel J. Jacob, Rachel F. Silvern, Viral Shah, Patrick C. Campbell, Lukas C. Valin and Lee T. Murray, 2021: US COVID-19 shutdown demonstrates importance of background NO2 in inferring NOx emissions from satellite NO2 observations. Geophys. Res. Lett., 48, e2021GL092783.

Ricaud, Philippe; Jean-Luc Attié, Rémi Chalinel, Frédérick Pasternak, Joël Léonard, Isabelle Pison, Elizabeth Pattey, Rona L. Thompson, Zdenek Zelinger, Jos Lelieveld, Jean Sciare, Naoko Saitoh, Juying Warner, Audrey Fortems-Cheiney, Hélène Reynal, Jérôme Vidot, Laure Brooker, Laurent Berdeu, Olivier Saint-Pé, Prabir K. Patra, Michal Dostál, Jan Suchánek, Václav Nevrlý and Christine Groot Zwaaftink, 2021: The Monitoring Nitrous Oxide Sources (MIN2OS) satellite project. Remote Sens. Environ., 266, 112688,

Rishmawi, Khaldoun; Chengquan Huang, and Xiwu Zhan, 2021: Monitoring key forest structure attributes across the conterminous United States by integrating GEDI LiDAR measurements and VIIRS data. Remote Sens. 13, 442,

Romanov, P. Y., and N.A. Romanova, 2021: Sea-level pressure trends in the Southern Ocean and Antarctica from reanalysis and in situ data. J. Oceanol. Res., 49, 63–85,

Rudlosky, Scott D., Katrina S. Virts, 2021: Dual Geostationary Lightning Mapper Observations. Mon. Wea. Rev., 149, 979–998,

Seidov, Dan; Alexey Mishonov, and Rost Parsons, 2021: Recent warming and decadal variability of Gulf of Maine and Slope Water. Limnol. Oceanogr., 66(9), 3472-3488,  

Sgroi, L. C., M. A. Lovino, E. H. Berbery, and G. V. Müller, 2021: Characteristics of droughts in Argentina’s core crop region. Hydrol. Earth Syst. Sci., 25, 2475–2490,

Shang, Ke, Yunjun Yao, Shunlin Liang, Yuhu Zhang, Joshua B. Fisher, Jiquan Chen, Shaomin Liu, Ziwei Xu, Yuan Zhang, Kun Jia, Xiaotong Zhang, Junming Yang, Xiangyi Bei, Xiaozheng Guo, Ruiyang Yu, Zijing Xie and Lilin Zhang, 2021: DNN-MET: A deep neural networks method to integrate satellite-derived evapotranspiration products, eddy covariance observations and ancillary information, Agric. For. Meteor.. 308–309, 108582,

Shao, Xi , Xiangqian Wu, Fangfang Yu, Changyong Cao, 2021a: Characterization and monitoring of GOES-16 ABI stray light and comparison with Himawari-8 AHI and GOES-17 ABI, J. Appl. Rem. Sens. 15(1) 017503,

Shao, Xi, Shu-peng Ho,Bin Zhang, Changyong Cao, and Yong Chen. 2021b: Consistency and stability of SNPP ATMS microwave observations and COSMIC-2 radio occultation over oceans. Remote Sens., 13, 3754,

Shao, Xi; Shu-Peng Ho; Bin Zhang; Xinjia Zhou; Kireev, Stanislav; Yong Chen; Changyong Cao, 2021c: Comparison of COSMIC-2 radio occultation retrievals with RS41 and RS92 radiosonde humidity and temperature measurements.Terr. Atmos. Oceanic Sci., 32 (6), 1-18,

Shen, Yu, Xiaoyang Zhang, Weile Wang, Ramakrishna Nemani, Yongchang Ye, and Jianmin Wang, 2021: Fusing geostationary satellite observations with harmonized Landsat-8 and Sentinel-2 time series for monitoring field-scale land surface phenology. Remote Sens., 13, 4465,

Shukla, R. P., & Kinter, J. L., 2021: Relationship between prediction skill of surface winds in average of weeks 1–4 and interannual variability over the western Pacific and Indian Ocean, Weather and Forecasting36, 941-955.

Simpson, Christopher D.;Shriniwas Kolpuke, Abhishek K. Awasthi, Tuan Luong, Sama Memari, Stephan Yan, Ryan Taylor, Jordan Larson, and Prabhakar Clement, 2021: Development of A UAS-Based Ultra-Wideband Radar for Fine-Resolution Soil Moisture Measurements, IEEE Radar Conference 2021 (RadarConf21), 1-4,

Skirving, William  Andrew Pomeroy, Robert McCall, John Marra and Curt Storlazzi, 2021: EDITORIAL: Flooding on coral reef-lined coasts: Current state of knowledge and future challenges. Front. Mar. Sci. 7, 635240.

Sun, Bomin Xavier Calbet, Anthony Reale, Steven Schroeder, Manik Bali, Ryan Smith and Michael Pettey, 2021: Accuracy of Vaisala RS41 and RS92 upper tropospheric humidity compared to satellite hyperspectral infrared measurements. Remote Sens., 13, 173,

Tang, Youhua; Huisheng Bian, Zhining Tao, Luke D. Oman, Daniel Tong, PiusLee, Patrick C. Campbell, Barry Baker, Cheng-Hsuan Lu, Li Pan, Jun Wang, Jeffrey McQueen, and Ivanka Stajner,2021: Comparison of chemical lateral boundary conditions for air quality predictions over the contiguous United States during pollutant intrusion events, Atmos. Chem. Phys., 21, 2527–2550,

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