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Adaptive Performance-Constrained In Situ Visualization of Atmospheric Simulations

Matthieu Dorier, Robert Sisneros, Leonardo Bautista Gomez, Tom Peterka, Leigh Orf, Lokman Rahmani, Gabriel Antoniu, Luc Bouge
2016 2016 IEEE International Conference on Cluster Computing (CLUSTER)  
In this paper, we tackle the challenge of enabling in situ visualization under performance constraints.  ...  It monitors its own performance and adapts dynamically to achieve appropriate visual fidelity within predefined performance constraints.  ...  Department of Energy, Office of Science, Office of Advanced Scientific Computing Research, under contract number DE-AC02-06CH11357. This work is also supported by DOE with agreement No.  ... 
doi:10.1109/cluster.2016.25 dblp:conf/cluster/DorierSBPORAB16 fatcat:u42djbqng5em3eil2zf7oylnp4

Martian surface-atmosphere properties obtained with ExoMars infrared instrument TIRVIM and HP3 on InSight

Gabriele E. Arnold, Rainer Haus, Nils Müller, David Kappel, Alexey Shakun, Alexey Grigoriev, Nikolay Ignatiev, Oleg Korablev, Marija Strojnik
2020 Infrared Remote Sensing and Instrumentation XXVIII  
Synergetic analyses of TIRVIM spectra and InSight (NASA) in situ measurements of temperature and pressure at InSight's landing site in Elysium Planitia enable improvements of procedures to retrieve parameters  ...  It summarizes selected results of the determination of temperature profiles and dust content in the lower atmosphere of Mars based on radiative transfer modeling of TIRVIM data.  ...  They are visualized in Fig. 1 in terms of brightness temperature, which is obtained from radiation spectra using Planck's law.  ... 
doi:10.1117/12.2568071 fatcat:xvxb5bhzgvggzfkgxxq2ypefsq

An Image-Based Approach to Extreme Scale in Situ Visualization and Analysis

James Ahrens, Sebastien Jourdain, Patrick OLeary, John Patchett, David H. Rogers, Mark Petersen
2014 SC14: International Conference for High Performance Computing, Networking, Storage and Analysis  
Due to power and I/O constraints, we expect in situ visualization and analysis will be a critical component of these workflows.  ...  This in situ approach supports interactive exploration of a wide range of results, while still significantly reducing data movement and storage.  ...  Andy Bauer of Kitware Inc., for their help and support in developing the MPAS in situ capability.  ... 
doi:10.1109/sc.2014.40 dblp:conf/sc/AhrensJOPRP14 fatcat:u66mrh43hbe2rajcoepum6heoi

Adaptive bias correction for satellite data in a numerical weather prediction system

T. Auligné, A. P. McNally, D. P. Dee
2007 Quarterly Journal of the Royal Meteorological Society  
VarBC is compared with an offline adaptive and a static bias correction scheme. In simulation, the three schemes are exposed to artificial shifts in the observations and the background.  ...  In parts of the atmosphere where no radiosonde observations are available, the radiosonde network still imposes an indirect constraint on the system, which can be enhanced by applying a mask to VarBC.  ...  Appendix: Constrained adaptive bias correction A different simulation is performed to illustrate the influence of a constraint on the bias correction.  ... 
doi:10.1002/qj.56 fatcat:r26agbt6nngv5egea5wa7iidu4

Evaluation of X-Band Polarimetric-Radar Estimates of Drop-Size Distributions From Coincident S-Band Polarimetric Estimates and Measured Raindrop Spectra

Marios N. Anagnostou, Emmanouil N. Anagnostou, Gianfranco Vulpiani, Mario Montopoli, Frank S. Marzano, Jothiram Vivekanandan
2008 IEEE Transactions on Geoscience and Remote Sensing  
In this paper, we evaluate the relative accuracy of X-band DSD retrieval against DSD estimates from S-band radar observations and in situ disdrometer spectra.  ...  The issue this paper is concerned with is to what degree uncertainties in attenuation correction can affect the estimation of DSD.  ...  Evaluation is performed based on visual-inspection and statistical-comparison methods.  ... 
doi:10.1109/tgrs.2008.2000757 fatcat:b3d2chutmnecvitcvekkoz4kua

Evaluation of X-band polarimetric radar estimates of drop size distributions from coincident S-band polarimetric estimates and measured raindrop spectra

M. N. Anagnostou, E. N. Anagnostou, G. Vulpiani, M. Montopoli, F. S. Marzano, J. Vivekanandan
2007 2007 IEEE International Geoscience and Remote Sensing Symposium  
In this paper, we evaluate the relative accuracy of X-band DSD retrieval against DSD estimates from S-band radar observations and in situ disdrometer spectra.  ...  The issue this paper is concerned with is to what degree uncertainties in attenuation correction can affect the estimation of DSD.  ...  Evaluation is performed based on visual-inspection and statistical-comparison methods.  ... 
doi:10.1109/igarss.2007.4423618 dblp:conf/igarss/AnagnostouAVMV07 fatcat:qpl4napugbcgbmlzljdp3a77tm

An automatic collector to monitor insoluble atmospheric deposition: application for mineral dust deposition

B. Laurent, R. Losno, S. Chevaillier, J. Vincent, P. Roullet, E. Bon Nguyen, N. Ouboulmane, S. Triquet, M. Fornier, P. Raimbault, G. Bergametti
2015 Atmospheric Measurement Techniques  
</strong> Deposition is one of the key terms of the mineral dust cycle. However, dust deposition remains poorly constrained in transport models simulating the atmospheric dust cycle.  ...  This collector is used to sample atmospheric deposition of Saharan dust on the Frioul islands in the Gulf of Lions in the Western Mediterranean.  ...  This project was supported by the Chemistry Aerosol Mediterranean Experiment (ChArMEx project; http://charmex.lsce.ipsl.fr/) funded by CNRS/INSU, ADEME, Météo-France and CEA in the framework of the program  ... 
doi:10.5194/amt-8-2801-2015 fatcat:elg4yojbsrapffkihjq3ff4mzm

Recent Robotics Developments at NASA/JPL

Richard Volpe, Richard Doyle
2009 Journal of the Robotics Society of Japan  
While original versions of the system were used for free-flying spacecraft, recent missions have required simulation of in-situ situationsthese included entry, descent, and landing; surface roving; or  ...  Additionally, robotics technologies were employed for operations (adapted versions of MER's operator interfaces, RSVP and Maestro); physics-based simulation of entry, descent and landing (EDL) for mission  ... 
doi:10.7210/jrsj.27.490 fatcat:qaplu4ltjvhfva66d3ej6i5biu

Fishing in the Dark: A Pursuit-Diving Seabird Modifies Foraging Behaviour in Response to Nocturnal Light Levels

Paul M. Regular, April Hedd, William A. Montevecchi, Howard Browman
2011 PLoS ONE  
Given the dense prey landscape available, random-walk simulations suggest that murres could benefit from random prey encounters.  ...  Visual predators tend not to hunt during periods when efficiency is compromised by low light levels. Yet common murres, a species considered a diurnal visual predator, frequently dive at night.  ...  Performed the experiments: PMR AH WAM. Analyzed the data: PMR. Contributed reagents/materials/analysis tools: PMR AH WAM. Wrote the paper: PMR AH WAM.  ... 
doi:10.1371/journal.pone.0026763 pmid:22046348 pmcid:PMC3202575 fatcat:ouhhvtv2kfhrrlnaoz2lrg4zdu

Fusion of Mobile In situ and Satellite Remote Sensing Observations of Chemical Release Emissions to Improve Disaster Response

Ira Leifer, Christopher Melton, Jason Frash, Marc L. Fischer, Xinguang Cui, John J. Murray, David S. Green
2016 Frontiers in Environmental Science  
Mobile surface in situ CH 4 and winds were measured by AMOG Surveyor under Santa Ana conditions to estimate an emission rate of 365 ± 30% Gg year −1 .  ...  Topography significantly constrained plume dispersion by up to a factor of two.  ...  Custom software is used by AMOG Surveyor for real-time visualization in the Google Earth environment of multiple data streams to facilitate adaptive surveying.  ... 
doi:10.3389/fenvs.2016.00059 fatcat:fx3lx3cybnesjctuxmxk6ok7lq

An attention mechanism based convolutional network for satellite precipitation downscaling over China [article]

Yinghong Jing, Liupeng Lin, Xinghua Li, Tongwen Li, Huanfeng Shen
2022 arXiv   pre-print
In addition, a degradation loss function based on low-resolution precipitation is designed to physically constrain the network training, to improve the robustness of the proposed network under different  ...  Finally, a geographic difference analysis method is introduced to further improve the downscaled results by incorporating in-situ measurements for high-quality and fine-scale precipitation estimation.  ...  The degradation loss function constrains the training process at the coarse scale to obtain a more robust performance under different time and scale variations.  ... 
arXiv:2203.14812v1 fatcat:dmmktmowjvbztmshw6252fffzy

A comparison of posterior atmospheric CO2 adjustments obtained from in situ and GOSAT constrained flux inversions

Saroja M. Polavarapu, Feng Deng, Brendan Byrne, Dylan B. A. Jones, Michael Neish
2018 Atmospheric Chemistry and Physics  
First, we simulate the change in atmospheric CO<sub>2</sub> fields between posterior and prior fluxes, referred to as the posterior atmospheric adjustments due to updated fluxes (PAAFs).  ...  Zonal spatial structures in GOSAT-based PAAF exceed PAAM throughout the year in the tropics and through most of the year in the northern extratropics, suggesting GOSAT flux inversions can constrain zonal  ...  We would like to thank Doug Worthy of Atmospheric Science and Technology Directorate (ASTD), Environment and Climate Change Canada, for developing and maintaining ECCC's greenhouse gas measurement network  ... 
doi:10.5194/acp-18-12011-2018 fatcat:iw2p52sginbp5agorj3q2lwxoy

A comparison of atmospheric CO2 flux signals obtained from GEOS-Chem flux inversions constrained by in situ or GOSAT observations

Saroja M. Polavarapu, Feng Deng, Brendan Byrne, Dylan B. A. Jones, Micheal Neish
2018 Atmospheric Chemistry and Physics Discussions  
Here, we use the GEOS-Chem transport model constrained by either GOSAT or in situ observations to obtain two sets of posterior flux estimates in order to compare the flux signals obtained from the two  ...  Zonal standard deviations of the flux signal exceed the minimal value (defined by uncertainty in meteorological analyses) through most of the year when GOSAT observations are used, but when in situ observations  ...  Second, our results identify spatial scales of atmospheric CO 2 that are best constrained by each observing network, in the context of our flux inversion system.  ... 
doi:10.5194/acp-2017-1235 fatcat:2zlne5splfh4pc2gozap7ulbce

Simulation for the design of next-generation global earth observing systems

Michael S. Seablom, Stephen J. Talabac, Glenn J. Higgins, Brice T. Womack, Mitchell D. Goldberg, Hal J. Bloom, Allen H. Huang, Philip E. Ardanuy
2007 Atmospheric and Environmental Remote Sensing Data Processing and Utilization III: Readiness for GEOSS  
The SWS will serve as a necessary trade studies tool to: evaluate the impact of selecting different types and quantities of remote sensing and in situ sensors; characterize alternative platform vantage  ...  Simulation is essential: investing in the design and implementation of such a complex observing system would be very costly and almost certainly involve significant risk.  ...  The goal of autonomous targeting is to constrain model error growth in ways that have the potential to improve forecast predictive skill.  ... 
doi:10.1117/12.735746 fatcat:wckzeph6tbb3zmvb6lw5ckni7a

SAM-CAAM: A Concept for Acquiring Systematic Aircraft Measurements to Characterize Aerosol Air Masses

Ralph A. Kahn, Tim A. Berkoff, Charles Brock, Gao Chen, Richard A. Ferrare, Steven Ghan, Thomas F. Hansico, Dean A. Hegg, J. Vanderlei Martins, Cameron S. McNaughton, Daniel M. Murphy, John A. Ogren (+4 others)
2017 Bulletin of The American Meteorological Society - (BAMS)  
S ince 1995, the Intergovernmental Panel on Climate Change (IPCC) assessment reports have highlighted, as leading uncertainties in understanding Earth's climate, the direct impact of airborne particles  ...  This relationship is characterized, in its simplest form, as a linear factor-the climate sensitivity. The quantity is determined using presentday and retrospective values of forcing and response;  ...  ES1 in the online supplement shows the climatological AOD within ~500 km of the NASA WFF, for six aerosol types during the spring and summer seasons, as simulated by the Community Atmosphere Model, version  ... 
doi:10.1175/bams-d-16-0003.1 pmid:29290633 pmcid:PMC5745363 fatcat:cw4un2jphrbjzlst6veasfcazu
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