Earth Science Strategy for a Rapidly Changing System: The Potential Role of an End-to-End Digital Twin

Authors: Boukabara, Sid

Source: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2024 - 2024 IEEE International. :2307-2310 Jul, 2024

Relation: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

Developing Digital Twins for Earth Systems: Purpose, Requisites, and Benefits

Authors: Rao, Yuhan, Redmon, Rob, Dale, Kirstine, Haupt, Sue E., Hopkinson, Aaron, Bostrom, Ann, Boukabara, Sid, Geenen, Thomas, Hall, David M., Smith, Benjamin D., Niyogi, Dev, Ramaswamy, V., Kihn, Eric A.

Subject Terms: Physics - Physics and Society, Physics - Atmospheric and Oceanic Physics, Statistics - Applications

Access URL: http://arxiv.org/abs/2306.11175

A Machine Learning Outlook: Post-processing of Global Medium-range Forecasts

Authors: Agrawal, Shreya, Carver, Rob, Gazen, Cenk, Maddy, Eric, Krasnopolsky, Vladimir, Bromberg, Carla, Ontiveros, Zack, Russell, Tyler, Hickey, Jason, Boukabara, Sid

Subject Terms: Computer Science - Machine Learning, Physics - Atmospheric and Oceanic Physics

Access URL: http://arxiv.org/abs/2303.16301

The State of Earth Observing System Today: Updates Compiled from Recent EUMETSAT Meteorological Satellite Conferences.

Authors: Shenolikar, Justin¹, Ruti, Paolo M.¹, paolo.ruti@eumetsat.int, Lee, Daniel¹, Thonipparambil, Sreerekha¹, Tervo, Roope¹, Fierli, Federico¹, Obligis, Estelle¹, Cacciari, Alessandra¹, Raspaud, Martin², Bouchet, Veronique³, Abellan, Xavier⁴, McNally, Tony⁴, Bessho, Kotaro⁵, Boukabara, Sid⁶, Brocca, Luca⁷, Puca, Silvia⁸, Pinardi, Nadia⁹, Schulz, Joerg¹, Saalmueller, Joachim¹, Bojkov, Bojan¹

Source: Bulletin of the American Meteorological Society; Feb2025, Vol. 106 Issue 2, pE217-E241, 25p

Optimizing Observing Systems Using ASPEN : An Analysis Tool to Assess the Benefit and Cost Effectiveness of Observations to Earth System Applications

Authors: Boukabara, Sid-Ahmed, Hoffman, Ross N.

Source: Bulletin of the American Meteorological Society, 2022 Oct 01. 103(10), E2417-E2439.

Access URL: https://www.jstor.org/stable/27283486

Implementation and evaluation of Optimal Spectral Sampling method in CRTM

Authors: Zhu, Tong, Moncet, Jean-Luc, Boukabara, Sid A., Liu, Quanhua, van Delst, Paul

Source: 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) Geoscience and Remote Sensing Symposium (IGARSS), 2016 IEEE International. :2193-2196 Jul, 2016

Relation: IGARSS 2016 - 2016 IEEE International Geoscience and Remote Sensing Symposium

Overview of Temporal Experiment for Storms and Tropical Systems (TEMPEST) CubeSat constellation mission

Authors: Reising, Steven C., Gaier, Todd C., Kummerow, Christian D., Chandrasekar, V., Brown, Shannon T., Padmanabhan, Sharmila, Lim, Boon H., van den Heever, Susan C., L'Ecuyer, Tristan S., Ruf, Christopher S., Haddad, Ziad S., Luo, Z. Johnny, Munchak, S. Joseph, Berg, Greg, Koch, Timothy C., Boukabara, Sid A.

Source: 2015 IEEE MTT-S International Microwave Symposium Microwave Symposium (IMS), 2015 IEEE MTT-S International. :1-4 May, 2015

Relation: 2015 IEEE MTT-S International Microwave Symposium (IMS2015)

Outlook for Exploiting Artificial Intelligence in the Earth and Environmental Sciences

Authors: Boukabara, Sid-Ahmed, Krasnopolsky, Vladimir, Penny, Stephen G., Stewart, Jebb Q., McGovern, Amy, Hall, David, Ten Hoeve, John E., Hickey, Jason, Huang, Hung-Lung Allen, Williams, John K., Ide, Kayo, Tissot, Philippe, Haupt, Sue Ellen, Casey, Kenneth S., Oza, Nikunj, Geer, Alan J., Maddy, Eric S., Hoffman, Ross N.

Source: Bulletin of the American Meteorological Society, 2021 May 01. 102(5), E1016-E1032.

Access URL: https://www.jstor.org/stable/27215177

A Deep-Learning-Based Microwave Radiative Transfer Emulator for Data Assimilation and Remote Sensing

Authors: Liang, Xingming, Garrett, Kevin, Liu, Quanhua, Maddy, Eric S., Ide, Kayo, Boukabara, Sid

Source: IEEE journal of selected topics in applied earth observations and remote sensing. 15:8819-8833

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100163175225.0x000001&indx=1&recIds=ETOCvdc_100163175225.0x000001

Community radiative transfer model for radiance assimilation and applications

Authors: Liu, Quanhua, van Delst, Paul, Chen, Yong, Groff, David, Han, Yong, Collard, Andrew, Weng, Fuzhong, Boukabara, Sid-Ahmed, Derber, John

Source: 2012 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International. :3700-3703 Jul, 2012

Relation: IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium

Benefits of a hyperspectral microwave sensor

Authors: Boukabara, Sid-Ahmed, Garrett, Kevin

Source: 2011 IEEE SENSORS Proceedings Sensors, 2011 IEEE. :1881-1884 Oct, 2011

Relation: 2011 IEEE Sensors

A three-dimensional variation (3D-var) retrieval of temperature and water vapor profiles

Authors: Liu, Quanhua, Weng, Fuzhong, Boukabara, Sid-Ahmed, Han, Yong

Source: 2010 11th Specialist Meeting on Microwave Radiometry and Remote Sensing of the Environment Microwave Radiometry and Remote Sensing of the Environment (MicroRad), 2010 11th Specialist Meeting on. :155-160 Mar, 2010

Relation: 2010 11th Specialist Meeting on Microwave Radiometry and Remote Sensing of the Environment (MicroRad 2010)

Orbit Simulator for Satellite and Near-Space Platforms Supporting Observing System Simulation Experiments

Authors: Wang, Likun, Shahroudi, Narges, Maddy, Eric, Garrett, Kevin, Boukabara, Sid, Hoffman, Ross, Ide, Kayo

Source: Journal of atmospheric and oceanic technology. 38(12):2109-2123

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN628515139&indx=1&recIds=ETOCRN628515139

A preliminary assessment of the value and impact of multiple configurations of constellations of EON-MW, a proposed 12U microwave sounder CubeSat for global NWP

Authors: Zhou, Yan, Shahroudi, Narges, Zhu, Tong, Iturbide-Sanchez, Flavio, Maddy, Eric S., Boukabara, Sid-Ahmed, Ide, Kayo, Hoffman, Ross N.

Source: Tellus.Series A.Dynamic meteorology and oceanography. 73(1):1-26

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100135466352.0x000001&indx=1&recIds=ETOCvdc_100135466352.0x000001

The Earth-Observing Satellite Constellation: A review from a meteorological perspective of a complex, interconnected global system with extensive applications

Authors: Boukabara, Sid-Ahmed, Eyre, John, Anthes, Richard A., Holmlund, Kenneth, St. Germain, Karen M., Hoffman, Ross N.

Source: IEEE geoscience and remote sensing magazine. 9(3):26-42

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100131345808.0x000001&indx=1&recIds=ETOCvdc_100131345808.0x000001

MIIDAPS-AI: An Explainable Machine-Learning Algorithm for Infrared and Microwave Remote Sensing and Data Assimilation Preprocessing - Application to LEO and GEO Sensors

Authors: Maddy, Eric S., Boukabara, Sid A.

Source: IEEE journal of selected topics in applied earth observations and remote sensing. 14:8566-8576

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100128933696.0x000001&indx=1&recIds=ETOCvdc_100128933696.0x000001

Realizing the Benefits of AI across the Numerical Weather Prediction Value Chain

Authors: Boukabara, Sid-Ahmed, Krasnopolsky, Vladimir, Stewart, Jebb Q., Maddy, Eric, Shahroudi, Narges, Hoffman, Ross N.

Source: Bulletin of the American Meteorological Society, 2020 Jan 01. 101(1), 29-33.

Access URL: https://www.jstor.org/stable/27032707

LEVERAGING MODERN ARTIFICIAL INTELLIGENCE FOR REMOTE SENSING AND NWP : Benefits and Challenges

Authors: Boukabara, Sid-Ahmed, Krasnopolsky, Vladimir, Stewart, Jebb Q., Maddy, Eric S., Shahroudi, Narges, Hoffman, Ross N.

Source: Bulletin of the American Meteorological Society, 2019 Dec 01. 100(12), ES473-ES491.

Access URL: https://www.jstor.org/stable/27028012

Precipitation Estimation from the Microwave Integrated Retrieval System (MiRS)

Authors: Grassotti, Christopher, Liu, Shuyan, Liu, Quanhua, Boukabara, Sid-Ahmed, Garrett, Kevin, Iturbide-Sanchez, Flavio, Honeyager, Ryan

Source: Advances in global change research. 67(1):153-168

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN624319137&indx=1&recIds=ETOCRN624319137

Assimilation of Precipitation Observations from Space into Numerical Weather Prediction (NWP)

Authors: Boukabara, Sid-Ahmed, Jones, Erin, Geer, Alan, Kazumori, Masahiro, Garrett, Kevin, Maddy, Eric

Source: Advances in global change research. 69(2):941-982

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN624188511&indx=1&recIds=ETOCRN624188511