The document summarizes atmospheric boundary layer activities at ESRL, including research goals, findings, and capabilities. Key points include:
1) ESRL studies the boundary layer using observations from field projects and models to understand processes like pollutant transport, cloud formation, and climate changes.
2) Recent findings relate to mixing depths over water, stable boundary layer structure, and Arctic climate trends driven by boundary layer processes.
3) ESRL capabilities include observations from field projects, chemistry and physics analysis, and models that are used together to advance understanding and prediction of the boundary layer and its interactions.
This document summarizes key aspects of diffusion in solids:
1) Diffusion occurs due to a concentration gradient, which provides a driving force for atoms to move from high to low concentration regions.
2) Diffusion is an important part of materials processing techniques like case hardening and doping of semiconductors.
3) The rate of diffusion depends on factors like temperature, structure, and the diffusion mechanism (e.g. substitutional vs. interstitial). Fick's laws can be used to model and predict diffusion rates.
WRF sensitivity analysis of boundary layer clouds during the cold season Neil...Winterwind
This study uses the Weather Research and Forecasting (WRF) model to simulate boundary layer clouds during winter and evaluate the model's sensitivity to microphysics and planetary boundary layer schemes. The results show that microphysics schemes have a large impact on cloud particle amounts and types, while planetary boundary layer schemes have less influence but still impact wind profiles and temperatures during icing. The Thompson scheme consistently produces the most liquid cloud in the boundary layer, while the WSM5 scheme is the only one to produce significant ice particles. Future work could include evaluating the model against observations and examining mixed-phase clouds and their diurnal variations in more detail.
The document provides information about resistivity logs including:
1. It discusses factors that affect resistivity like salinity, porosity, lithology, and clay content. It also explains the principles and theoretical considerations of resistivity logs.
2. It describes different resistivity tools like focused devices (Laterolog, Dual Laterolog, Spherically Focused Log) and unfocused devices (Normal Log, Lateral Log). It also discusses micro-resistivity devices.
3. The document discusses log characteristics including depth of investigation, bed resolution, and different scales used in resistivity logs. It explains how resistivity logs can be used for lithology identification, correlation, and permeability determination.
Anne marie valente-feliciano - multilayer approach to increase the performanc...thinfilmsworkshop
For the past three decades, bulk niobium has been the material of choice for SRF cavities applications. RF cavity performance is now approaching the theoretical limit for bulk niobium. For further improvement of RF cavity performance for future accelerator projects, Superconductor-Insulator-Superconductor (SIS) multilayer structures (as proposed by Alex Gurevich) present the theoretical prospect to reach RF performance beyond bulk Nb, using thinly layered higher-Tc superconductors with enhanced Hc1. Jefferson Lab (JLab) is pursuing this approach with the development of NbTiN and AlN based multilayer SIS structures via magnetron sputtering and High Power Impulse Magnetron Sputtering (HiPIMS). This contribution presents the characterization of NbTiN and insulator films and some RF measurements on NbTiN-based multilayer structures.
RETRIEVAL OF ATMOSPHERIC BOUNDARY LAYER HEIGHT BY CSIR-NLC MOBILE LIDAR, PRET...grssieee
This document summarizes research using a mobile lidar system to retrieve atmospheric boundary layer height in Pretoria, South Africa. It describes the lidar system, initial test results showing signal-to-noise ratio, and preliminary results detecting boundary layer height using slope and statistical methods. Graphs show height-time profiles of lidar returns and detected boundary layer heights over various periods from 2008-2011. The document discusses initial lidar field campaigns and measurements at different locations, and outlines future plans to expand the system capabilities and engage students.
The document summarizes the observed structure of the atmospheric boundary layer. It describes the boundary layer as the lowest part of the troposphere directly influenced by the Earth's surface. The boundary layer typically ranges from 100m to 3km deep. It is more turbulent than the free atmosphere above due to friction and rapid dispersion of pollutants. Vertically, it consists of an interfacial layer, surface layer, mixed layer, and entrainment zone. Turbulence is generated via shear and convective instabilities driven by surface forcings. Boundary layer depth varies based on land/ocean differences and weather systems like high/low pressure regions.
- A severe weather event impacted Wisconsin on June 7, 2012 between 20-2230Z, producing tornadoes and large hail.
- Surface charts showed a strong low pressure system over Wisconsin with southerly flow feeding moisture. Upper-level charts showed features conducive for severe weather like veering winds and shortwave troughs.
- Thermodynamic indices from the 20Z time period pointed to a very unstable environment with high CAPE, moisture, and lapse rates over Wisconsin, favoring severe convection. Shear values were also high, meeting supercell criteria.
This document summarizes key aspects of diffusion in solids:
1) Diffusion occurs due to a concentration gradient, which provides a driving force for atoms to move from high to low concentration regions.
2) Diffusion is an important part of materials processing techniques like case hardening and doping of semiconductors.
3) The rate of diffusion depends on factors like temperature, structure, and the diffusion mechanism (e.g. substitutional vs. interstitial). Fick's laws can be used to model and predict diffusion rates.
WRF sensitivity analysis of boundary layer clouds during the cold season Neil...Winterwind
This study uses the Weather Research and Forecasting (WRF) model to simulate boundary layer clouds during winter and evaluate the model's sensitivity to microphysics and planetary boundary layer schemes. The results show that microphysics schemes have a large impact on cloud particle amounts and types, while planetary boundary layer schemes have less influence but still impact wind profiles and temperatures during icing. The Thompson scheme consistently produces the most liquid cloud in the boundary layer, while the WSM5 scheme is the only one to produce significant ice particles. Future work could include evaluating the model against observations and examining mixed-phase clouds and their diurnal variations in more detail.
The document provides information about resistivity logs including:
1. It discusses factors that affect resistivity like salinity, porosity, lithology, and clay content. It also explains the principles and theoretical considerations of resistivity logs.
2. It describes different resistivity tools like focused devices (Laterolog, Dual Laterolog, Spherically Focused Log) and unfocused devices (Normal Log, Lateral Log). It also discusses micro-resistivity devices.
3. The document discusses log characteristics including depth of investigation, bed resolution, and different scales used in resistivity logs. It explains how resistivity logs can be used for lithology identification, correlation, and permeability determination.
Anne marie valente-feliciano - multilayer approach to increase the performanc...thinfilmsworkshop
For the past three decades, bulk niobium has been the material of choice for SRF cavities applications. RF cavity performance is now approaching the theoretical limit for bulk niobium. For further improvement of RF cavity performance for future accelerator projects, Superconductor-Insulator-Superconductor (SIS) multilayer structures (as proposed by Alex Gurevich) present the theoretical prospect to reach RF performance beyond bulk Nb, using thinly layered higher-Tc superconductors with enhanced Hc1. Jefferson Lab (JLab) is pursuing this approach with the development of NbTiN and AlN based multilayer SIS structures via magnetron sputtering and High Power Impulse Magnetron Sputtering (HiPIMS). This contribution presents the characterization of NbTiN and insulator films and some RF measurements on NbTiN-based multilayer structures.
RETRIEVAL OF ATMOSPHERIC BOUNDARY LAYER HEIGHT BY CSIR-NLC MOBILE LIDAR, PRET...grssieee
This document summarizes research using a mobile lidar system to retrieve atmospheric boundary layer height in Pretoria, South Africa. It describes the lidar system, initial test results showing signal-to-noise ratio, and preliminary results detecting boundary layer height using slope and statistical methods. Graphs show height-time profiles of lidar returns and detected boundary layer heights over various periods from 2008-2011. The document discusses initial lidar field campaigns and measurements at different locations, and outlines future plans to expand the system capabilities and engage students.
The document summarizes the observed structure of the atmospheric boundary layer. It describes the boundary layer as the lowest part of the troposphere directly influenced by the Earth's surface. The boundary layer typically ranges from 100m to 3km deep. It is more turbulent than the free atmosphere above due to friction and rapid dispersion of pollutants. Vertically, it consists of an interfacial layer, surface layer, mixed layer, and entrainment zone. Turbulence is generated via shear and convective instabilities driven by surface forcings. Boundary layer depth varies based on land/ocean differences and weather systems like high/low pressure regions.
- A severe weather event impacted Wisconsin on June 7, 2012 between 20-2230Z, producing tornadoes and large hail.
- Surface charts showed a strong low pressure system over Wisconsin with southerly flow feeding moisture. Upper-level charts showed features conducive for severe weather like veering winds and shortwave troughs.
- Thermodynamic indices from the 20Z time period pointed to a very unstable environment with high CAPE, moisture, and lapse rates over Wisconsin, favoring severe convection. Shear values were also high, meeting supercell criteria.
The document discusses the fixed anvil temperature (FAT) hypothesis, which proposes that tropical anvil clouds appear at a fixed temperature determined by fundamental radiative and thermodynamic considerations. It summarizes research using cloud-resolving models and climate models to test this hypothesis. The FAT hypothesis appears to explain the robust positive longwave cloud feedback seen in climate model simulations, as tropical high clouds may remain at approximately the same temperature as the climate warms.
- The atmospheric boundary layer (ABL) is the lowest part of the troposphere directly influenced by the Earth's surface. It exhibits diurnal temperature variations and responds rapidly to surface forcings.
- GPS radio occultation (RO) technique uses GPS signals passed through the atmosphere to determine properties like temperature, pressure, and water vapor in the ABL. Data from the COSMIC satellite constellation has provided global observations of the boundary layer.
- GPS RO is a useful remote sensing technique for studying characteristics of the ABL like refractivity and temperature profiles, with advantages of all-weather capability and global coverage.
This document analyzes the polarimetric characteristics of mesoscale cellular convection (MCC) seen in Synthetic Aperture Radar (SAR) images over the ocean and how they differ from characteristics of the open ocean surface. MCC areas showed higher values of co-polarization phase difference, entropy (H), and alpha angle (α) compared to typical ocean surface values. The document presents datasets used, Weather Research and Forecasting (WRF) model results confirming signals were MCC, and concludes polarimetric parameters have potential to identify atmospheric convection from open ocean SAR images.
This document analyzes the polarimetric characteristics of mesoscale cellular convection (MCC) observed in Synthetic Aperture Radar (SAR) imagery and compares them to the polarimetric characteristics of open ocean surfaces. MCC areas showed higher values of co-polarization phase difference, entropy (H), and alpha angle (α) compared to typical ocean surface values. The document presents SAR and auxiliary meteorological data used to analyze MCC conditions and validates the SAR signals as MCC. It concludes that polarimetric parameters show potential for distinguishing atmospheric convection from open ocean surfaces in SAR imagery.
1) Recent advances allow global climate models to realistically simulate surface mass balance of ice sheets, through explicit representation of snow processes, sub-grid elevation effects, and coupling with ice sheet models.
2) When forced by a high emissions scenario, the model projects a doubling of surface melt and a negative surface mass balance over Greenland by 2100, contributing 0.55 meters to sea level rise.
3) This is due to a 4-5°C warming over Greenland, increased cloudiness reducing sunlight while enhancing downwelling longwave radiation, and a 500m average rise in the equilibrium line altitude.
Rosa alejandra lukaszew tests of the gurenvich odel toward larger field gra...thinfilmsworkshop
SRF properties are inherently a surface phenomenon involving a material thickness of a few microns thus opening up the possibility of using thin film coatings to achieve a desired performance. I will describe our experimental attempts to test the superconducting/insulating/superconducting (SIS) multilayer model proposed by A. Gurevich [1] to shield the bulk of the cavity from vortex penetration and hence enable larger accelerating fields than presently possible.
Sarah aull surface resistance of a bulk-like nb filmthinfilmsworkshop
This document summarizes research on the surface resistance of a niobium film deposited on a copper substrate using electron cyclotron resonance. Penetration depth measurements found the film to be bulk-like. Thermal cycling did not affect the low-field surface resistance but did influence the Q-slope. Faster cooling rates and larger temperature gradients during cooldown led to lower surface resistance, with the fastest quench yielding the lowest resistance. Comparisons with other niobium film studies showed cooling conditions can impact performance but effects depend on deposition technique, geometry, and microstructure. Further controlled experiments are needed to understand the influence of thermal gradients and currents.
Sarah aull surface resistance of a bulk-like nb filmthinfilmsworkshop
CERNs quadrupole resonator allows surface resistance measurements throughout a broad parameter range. Besides measuring the surface resistance as function of RF field and temperature for different frequencies, it is also possible to vary the cooling rate and apply additional magnetic fields. This talk will present RF results on a bulk-like Nb film with special focus on the cooling conditions.
Sarah aull secondary electron yield of srf materialsthinfilmsworkshop
In the quest of new materials for SRF applications, the secondary electron yield (SEY) needs also to be taken into consideration. A high SEY holds the risk that multipacting becomes again a main performance limitation of an SRF cavity. In the worst case, a too high SEY makes a material completely unsuitablefor an RF exposed surface. This talk will discuss general aspects of the role of the surface condition and present SEY measurements on different SRF relevant materials, i.e. MgB2, Nb3Sn and NbTiN.
WindSat provides fully polarimetric microwave radiometer measurements to retrieve ocean surface wind vectors in near-real-time. Statistical evaluations show good agreement with QuikSCAT below 20 m/s wind speed. Future plans include improving retrievals in rain conditions through modifications to the forward model, retrieval algorithm, and calibration analyses. Addressing radio frequency interference and Faraday rotation effects will also enhance the wind vector retrievals.
SPATIAL VARIATIONS OF L-BAND EMISSIVITY IN ANTARCTICA, FIRST RESULTS FROM THE...grssieee
The document summarizes initial results from the SMOS satellite mission regarding spatial variations of L-band emissivity in Antarctica. Key findings include:
1) L-band brightness temperature is fairly constant in dry snow zones, suggesting potential to retrieve snow temperature from SMOS data in these areas.
2) Wet snow zones exhibit more temporal brightness temperature variations due to liquid water absorption and formation of icy layers during melt-refreeze cycles.
3) Radiative transfer modeling suggests snowpack density profiles are important for accurately modeling brightness temperature, particularly at horizontal polarization. Further data is needed to refine emissivity estimates and potential snow temperature retrievals from SMOS in dry snow zones.
SPATIAL VARIATIONS OF L-BAND EMISSIVITY IN ANTARCTICA, FIRST RESULTS FROM THE...grssieee
The document summarizes initial results from the SMOS satellite mission regarding spatial variations of L-band emissivity in Antarctica. Key findings include:
1) L-band brightness temperature is fairly constant in dry snow zones, suggesting potential to retrieve snow temperature from SMOS data in these areas.
2) Wet snow zones exhibit more temporal brightness temperature variations due to liquid water absorption and formation of icy layers during melt-refreeze cycles.
3) Radiative transfer modeling suggests snowpack density profiles are important for accurately modeling brightness temperature, particularly at horizontal polarization. Further data is needed to refine emissivity estimates and potential snow temperature retrievals from SMOS in dry snow zones.
Andrea D’Alpaos finally talked about tidal networks, their formation, their shapes, their similarity or dissimilarity from river networks. All of it in a blend of equations, analysis in the field and lab experiments.
Gamma-ray bursts (GRBs) are extremely bright bursts of gamma rays associated with catastrophic events in distant galaxies. Observations over decades have shown that GRBs originate from relativistic jets outside our galaxy and emit radiation across the electromagnetic spectrum. However, key questions remain about their emission mechanisms and how energy is transferred to accelerate particles to such high energies over short timescales. Future large gamma-ray detectors with improved sensitivity and time resolution are needed to better characterize GRB spectra and search for polarization that could reveal the role of magnetic fields in the emission process.
Anne marie valente feliciano - nucleation of nb films on cu substratesthinfilmsworkshop
In the pursuit of niobium (Nb) films with similar performance with the commonly used bulk Nb surfaces for Superconducting RF (SRF) applications, significant progress has been made with the development of energetic condensation deposition techniques. The controlled incoming ion energy enables a number of processes such as desorption of adsorbed species, enhanced mobility of surface atoms and sub-implantation of impinging ions, thus producing improved film structures at lower process temperatures. All these along with the quality of the Cu substrate have an important influence on the nucleation and subsequent growth of the Nb film, creating a favorable template for growing the final surface exposed to SRF fields. This contribution shows how the structure and defect density thus electron mean free path (represented by residual resistance ratio values) of Nb films can be tailored on Cu substrates, by varying the ion energy and thermal energy provided to the substrate, favoring the hetero-epitaxial or the fiber growth mode.
This document summarizes research on topological transport in antimony (Sb) quantum wells. Key points include:
1) Sb is predicted to be a topological semimetal or insulator depending on film thickness. Thin Sb films were grown by MBE to suppress bulk conduction and study topological surface states.
2) Magneto-transport measurements on Hall bar devices show weak antilocalization, consistent with topological surface states. Parameters like the phase breaking length are independent of film thickness.
3) A simple two-channel model of surface and bulk conduction quantitatively fits the high field magnetoresistance evolution with decreasing thickness.
Overall the results provide evidence for topological surface states in thin Sb
The document discusses travelling waves and bores in the lower atmosphere, focusing on the "Morning Glory" phenomenon. It provides:
1) An overview of the Morning Glory, describing it as a spectacular low roll cloud associated with solitary wave disturbances at the leading edge of an undular bore that propagates on a low-level stable layer.
2) Details on the structure and preferred directions of travel of Morning Glory disturbances in northern Australia, as well as their genesis, demise, and relation to nocturnal solitary wave disturbances.
3) An explanation of the theoretical background involving equations like Korteweg-de Vries and Benjamin-Ono-Burgers that can model these types of atmospheric
- Thermal imaging identified higher temperature zones in the upper sediment unit, indicating potential areas of groundwater seepage.
- Terrestrial laser scanning (TLS) provided high-resolution point cloud data that revealed features like sediment slabs and cobble/boulder inclusions. TLS also detected dry rills that may be evidence of past groundwater erosion.
- Photogrammetry models from both conventional techniques and structure from motion (SfM) showed stratification in the sediments but were limited by vegetation cover. SfM created more data points from the same photos as conventional photogrammetry.
The document describes a technique called Varunyantra for cloud seeding and rainfall induction. It involves building large bonfires and sprinkling salt on the flames to generate salt-enriched smoke plumes that rise into the sky. The salt particles act as cloud condensation nuclei, facilitating the coalescence of water droplets in clouds and accelerating the formation of raindrops. Over 500 trials of Varunyantra have achieved an 80% success rate in inducing rainfall. The technique uses inexpensive and readily available materials, making it suitable for widespread implementation.
The document discusses how India is suffering losses from weather-related disasters like drought, untimely rain, floods, fog and cyclones. It proposes setting up a national Doppler radar network to monitor weather across India and neighboring countries. The goal is to develop technologies to control weather and minimize impacts from global warming, droughts and floods through rain initiation, enhancement and stopping. This would include research on mobile launchers, guns, rockets and salt-based ammunition for ground-based cloud seeding directed from a command center using the Doppler radar network.
The document discusses the fixed anvil temperature (FAT) hypothesis, which proposes that tropical anvil clouds appear at a fixed temperature determined by fundamental radiative and thermodynamic considerations. It summarizes research using cloud-resolving models and climate models to test this hypothesis. The FAT hypothesis appears to explain the robust positive longwave cloud feedback seen in climate model simulations, as tropical high clouds may remain at approximately the same temperature as the climate warms.
- The atmospheric boundary layer (ABL) is the lowest part of the troposphere directly influenced by the Earth's surface. It exhibits diurnal temperature variations and responds rapidly to surface forcings.
- GPS radio occultation (RO) technique uses GPS signals passed through the atmosphere to determine properties like temperature, pressure, and water vapor in the ABL. Data from the COSMIC satellite constellation has provided global observations of the boundary layer.
- GPS RO is a useful remote sensing technique for studying characteristics of the ABL like refractivity and temperature profiles, with advantages of all-weather capability and global coverage.
This document analyzes the polarimetric characteristics of mesoscale cellular convection (MCC) seen in Synthetic Aperture Radar (SAR) images over the ocean and how they differ from characteristics of the open ocean surface. MCC areas showed higher values of co-polarization phase difference, entropy (H), and alpha angle (α) compared to typical ocean surface values. The document presents datasets used, Weather Research and Forecasting (WRF) model results confirming signals were MCC, and concludes polarimetric parameters have potential to identify atmospheric convection from open ocean SAR images.
This document analyzes the polarimetric characteristics of mesoscale cellular convection (MCC) observed in Synthetic Aperture Radar (SAR) imagery and compares them to the polarimetric characteristics of open ocean surfaces. MCC areas showed higher values of co-polarization phase difference, entropy (H), and alpha angle (α) compared to typical ocean surface values. The document presents SAR and auxiliary meteorological data used to analyze MCC conditions and validates the SAR signals as MCC. It concludes that polarimetric parameters show potential for distinguishing atmospheric convection from open ocean surfaces in SAR imagery.
1) Recent advances allow global climate models to realistically simulate surface mass balance of ice sheets, through explicit representation of snow processes, sub-grid elevation effects, and coupling with ice sheet models.
2) When forced by a high emissions scenario, the model projects a doubling of surface melt and a negative surface mass balance over Greenland by 2100, contributing 0.55 meters to sea level rise.
3) This is due to a 4-5°C warming over Greenland, increased cloudiness reducing sunlight while enhancing downwelling longwave radiation, and a 500m average rise in the equilibrium line altitude.
Rosa alejandra lukaszew tests of the gurenvich odel toward larger field gra...thinfilmsworkshop
SRF properties are inherently a surface phenomenon involving a material thickness of a few microns thus opening up the possibility of using thin film coatings to achieve a desired performance. I will describe our experimental attempts to test the superconducting/insulating/superconducting (SIS) multilayer model proposed by A. Gurevich [1] to shield the bulk of the cavity from vortex penetration and hence enable larger accelerating fields than presently possible.
Sarah aull surface resistance of a bulk-like nb filmthinfilmsworkshop
This document summarizes research on the surface resistance of a niobium film deposited on a copper substrate using electron cyclotron resonance. Penetration depth measurements found the film to be bulk-like. Thermal cycling did not affect the low-field surface resistance but did influence the Q-slope. Faster cooling rates and larger temperature gradients during cooldown led to lower surface resistance, with the fastest quench yielding the lowest resistance. Comparisons with other niobium film studies showed cooling conditions can impact performance but effects depend on deposition technique, geometry, and microstructure. Further controlled experiments are needed to understand the influence of thermal gradients and currents.
Sarah aull surface resistance of a bulk-like nb filmthinfilmsworkshop
CERNs quadrupole resonator allows surface resistance measurements throughout a broad parameter range. Besides measuring the surface resistance as function of RF field and temperature for different frequencies, it is also possible to vary the cooling rate and apply additional magnetic fields. This talk will present RF results on a bulk-like Nb film with special focus on the cooling conditions.
Sarah aull secondary electron yield of srf materialsthinfilmsworkshop
In the quest of new materials for SRF applications, the secondary electron yield (SEY) needs also to be taken into consideration. A high SEY holds the risk that multipacting becomes again a main performance limitation of an SRF cavity. In the worst case, a too high SEY makes a material completely unsuitablefor an RF exposed surface. This talk will discuss general aspects of the role of the surface condition and present SEY measurements on different SRF relevant materials, i.e. MgB2, Nb3Sn and NbTiN.
WindSat provides fully polarimetric microwave radiometer measurements to retrieve ocean surface wind vectors in near-real-time. Statistical evaluations show good agreement with QuikSCAT below 20 m/s wind speed. Future plans include improving retrievals in rain conditions through modifications to the forward model, retrieval algorithm, and calibration analyses. Addressing radio frequency interference and Faraday rotation effects will also enhance the wind vector retrievals.
SPATIAL VARIATIONS OF L-BAND EMISSIVITY IN ANTARCTICA, FIRST RESULTS FROM THE...grssieee
The document summarizes initial results from the SMOS satellite mission regarding spatial variations of L-band emissivity in Antarctica. Key findings include:
1) L-band brightness temperature is fairly constant in dry snow zones, suggesting potential to retrieve snow temperature from SMOS data in these areas.
2) Wet snow zones exhibit more temporal brightness temperature variations due to liquid water absorption and formation of icy layers during melt-refreeze cycles.
3) Radiative transfer modeling suggests snowpack density profiles are important for accurately modeling brightness temperature, particularly at horizontal polarization. Further data is needed to refine emissivity estimates and potential snow temperature retrievals from SMOS in dry snow zones.
SPATIAL VARIATIONS OF L-BAND EMISSIVITY IN ANTARCTICA, FIRST RESULTS FROM THE...grssieee
The document summarizes initial results from the SMOS satellite mission regarding spatial variations of L-band emissivity in Antarctica. Key findings include:
1) L-band brightness temperature is fairly constant in dry snow zones, suggesting potential to retrieve snow temperature from SMOS data in these areas.
2) Wet snow zones exhibit more temporal brightness temperature variations due to liquid water absorption and formation of icy layers during melt-refreeze cycles.
3) Radiative transfer modeling suggests snowpack density profiles are important for accurately modeling brightness temperature, particularly at horizontal polarization. Further data is needed to refine emissivity estimates and potential snow temperature retrievals from SMOS in dry snow zones.
Andrea D’Alpaos finally talked about tidal networks, their formation, their shapes, their similarity or dissimilarity from river networks. All of it in a blend of equations, analysis in the field and lab experiments.
Gamma-ray bursts (GRBs) are extremely bright bursts of gamma rays associated with catastrophic events in distant galaxies. Observations over decades have shown that GRBs originate from relativistic jets outside our galaxy and emit radiation across the electromagnetic spectrum. However, key questions remain about their emission mechanisms and how energy is transferred to accelerate particles to such high energies over short timescales. Future large gamma-ray detectors with improved sensitivity and time resolution are needed to better characterize GRB spectra and search for polarization that could reveal the role of magnetic fields in the emission process.
Anne marie valente feliciano - nucleation of nb films on cu substratesthinfilmsworkshop
In the pursuit of niobium (Nb) films with similar performance with the commonly used bulk Nb surfaces for Superconducting RF (SRF) applications, significant progress has been made with the development of energetic condensation deposition techniques. The controlled incoming ion energy enables a number of processes such as desorption of adsorbed species, enhanced mobility of surface atoms and sub-implantation of impinging ions, thus producing improved film structures at lower process temperatures. All these along with the quality of the Cu substrate have an important influence on the nucleation and subsequent growth of the Nb film, creating a favorable template for growing the final surface exposed to SRF fields. This contribution shows how the structure and defect density thus electron mean free path (represented by residual resistance ratio values) of Nb films can be tailored on Cu substrates, by varying the ion energy and thermal energy provided to the substrate, favoring the hetero-epitaxial or the fiber growth mode.
This document summarizes research on topological transport in antimony (Sb) quantum wells. Key points include:
1) Sb is predicted to be a topological semimetal or insulator depending on film thickness. Thin Sb films were grown by MBE to suppress bulk conduction and study topological surface states.
2) Magneto-transport measurements on Hall bar devices show weak antilocalization, consistent with topological surface states. Parameters like the phase breaking length are independent of film thickness.
3) A simple two-channel model of surface and bulk conduction quantitatively fits the high field magnetoresistance evolution with decreasing thickness.
Overall the results provide evidence for topological surface states in thin Sb
The document discusses travelling waves and bores in the lower atmosphere, focusing on the "Morning Glory" phenomenon. It provides:
1) An overview of the Morning Glory, describing it as a spectacular low roll cloud associated with solitary wave disturbances at the leading edge of an undular bore that propagates on a low-level stable layer.
2) Details on the structure and preferred directions of travel of Morning Glory disturbances in northern Australia, as well as their genesis, demise, and relation to nocturnal solitary wave disturbances.
3) An explanation of the theoretical background involving equations like Korteweg-de Vries and Benjamin-Ono-Burgers that can model these types of atmospheric
- Thermal imaging identified higher temperature zones in the upper sediment unit, indicating potential areas of groundwater seepage.
- Terrestrial laser scanning (TLS) provided high-resolution point cloud data that revealed features like sediment slabs and cobble/boulder inclusions. TLS also detected dry rills that may be evidence of past groundwater erosion.
- Photogrammetry models from both conventional techniques and structure from motion (SfM) showed stratification in the sediments but were limited by vegetation cover. SfM created more data points from the same photos as conventional photogrammetry.
The document describes a technique called Varunyantra for cloud seeding and rainfall induction. It involves building large bonfires and sprinkling salt on the flames to generate salt-enriched smoke plumes that rise into the sky. The salt particles act as cloud condensation nuclei, facilitating the coalescence of water droplets in clouds and accelerating the formation of raindrops. Over 500 trials of Varunyantra have achieved an 80% success rate in inducing rainfall. The technique uses inexpensive and readily available materials, making it suitable for widespread implementation.
The document discusses how India is suffering losses from weather-related disasters like drought, untimely rain, floods, fog and cyclones. It proposes setting up a national Doppler radar network to monitor weather across India and neighboring countries. The goal is to develop technologies to control weather and minimize impacts from global warming, droughts and floods through rain initiation, enhancement and stopping. This would include research on mobile launchers, guns, rockets and salt-based ammunition for ground-based cloud seeding directed from a command center using the Doppler radar network.
This document provides information on using flash slides of common objects to teach English vocabulary to children in primary schools. It introduces the purpose of using photographs of everyday items to help children learn nouns, adjectives, numbers, colors and other parts of speech. The document outlines how to use the slides by asking questions about the objects pictured and adjusting the level of questions based on the age and ability of the students. It then lists categories of objects that will be included in the flash slides and provides examples of slides featuring animals and buildings with accompanying teaching questions.
The document appears to be a series of slides describing the development of Varunyantra, a device created by Dr. Marathe to induce rain through cloud seeding. It details experiments conducted from 2009-2010 in various locations in India to test Varunyantra, refine its design, and demonstrate its effects. Key events include early experiments showing increased rain, discussions with scientists, demonstrations to politicians and groups, and tours across Maharashtra to share Varunyantra.
Varunyantra is a new technology developed by Indian scientists to generate electricity from sea waves. It works by using the motion of waves to drive hydraulic motors connected to generators, converting the kinetic energy of the waves into electricity. This technology could provide a clean, renewable source of energy for coastal regions and islands.
This document discusses recent weather modification studies and activities in China. It provides background on China's climate and frequent natural disasters. It then describes China's extensive weather modification program, which has over 37,000 participants conducting precipitation enhancement, hail suppression, and fog dispersal using aircraft, artillery, rockets, and generators. Recent projects include a new Doppler radar network and studies on evaluation techniques, cloud seeding impacts, and aircraft-based cloud observation systems. Weather modification generates large economic benefits and causes no observed environmental impacts.
Cloud Seeding for India (An effective weapon to fight draught) by Prof Shivaj...Shreehari Marathe
1. Cloud seeding is used by over 50 countries to increase rainfall for agriculture and drinking water, disperse fog, increase hydropower generation, suppress hail storms, mitigate drought and the impacts of global warming. Several countries like the US, Australia, and China have benefited greatly from cloud seeding technologies.
2. Rice provides over half the world's population with their primary food source and energy intake. Rice-based agricultural systems employ nearly 1 billion people in rural areas of developing countries. Efficient rice production is essential for economic development and improved quality of life.
3. Water availability per person is declining in many countries due to population growth, urbanization, and industrialization. By 2025, over
This document summarizes the key points from a conference on weather modification techniques in Gadchiroli district, India from July 14, 2010. It discusses Gadchiroli's efforts over the past 10 years to enhance precipitation and suppress hail using artillery shells, rockets, aircraft and ground-based generators. Results include increased rainfall and crop yields, benefiting the local economy. The document also reviews environmental impacts and proposes adjusting methods based on conditions in each target area.
The document presents the science plan for CAIPEEX (Cloud Aerosol Interaction & Precipitation Enhancement Experiment). It discusses 1) the motivation for the experiment due to large variability in Indian summer monsoon rainfall and low rainfall over peninsular India, 2) the need to understand cloud microphysics and aerosol impacts to design effective seeding experiments, and 3) the proposed experiment to evaluate potential for rainfall enhancement in seeded clouds using randomized seeding and control cases.
The document discusses tapping skywater or atmospheric moisture through a process called Varunyantra. It summarizes the following key points:
1. Varunyantra involves vaporizing salt through burning biomass or tires to generate thermals that carry the salt particles into clouds and aid rainfall.
2. Initial experiments with Varunyantra in the villages of Sujlegaon and surrounding areas showed successful rainfall results.
3. The document outlines the development of different models for Varunyantra - fixed, portable, and mobile - and proposes its wider adoption to tackle water scarcity issues across India.
1) Experiments were conducted in Gondia, Maharashtra to test a new method for artificial insemination of cows. In these experiments, cows were successfully artificially inseminated through this new method.
2) Further experiments were conducted in 3 villages in Gondia district over a period of 10 days, involving 5000 pamphlets distributed and 300 farmers contacted. This led to 10 attempts at artificial insemination in Gondia village, with 9 resulting in pregnancy.
3) The method involves carefully monitoring cows' estrus cycle, inseminating when the cervix is most receptive, and ensuring semen deposition in the correct place for fertilization. The author believes this natural method can help
Dr. Raja Marathe, an engineer and scientist, conducted a cloud seeding experiment in the village of Sujlegaon, India to address drought conditions. He burned rubber tires mixed with salt, which caused smoke to rise and condense moisture from clouds, producing rain over the village within 3 hours. This brought relief to struggling farmers. Though a simple method, villagers see it as a miracle. The project has now expanded to other nearby drought-stricken areas based on its success.
Dr. Shreehari Marathe presented on his efforts to develop Varunyantra, a low-cost device to conduct cloud seeding using biomass and salt, in order to address water scarcity through tapping skywater. Some key points:
1) Deforestation and pollution have reduced the natural supply of cloud condensation nuclei needed for rain formation. Varunyantra aims to supplement this by vaporizing salt.
2) Early experiments in 2009 using bonfires and salt successfully produced rain. This led to developing Varunyantra and conducting demonstrations across 30 villages.
3) If implemented widely, cloud seeding could help India's agriculture and economy by hundreds of crores
Cloud seeding for india (an effective weapon to fight the draughts) by prof s...Shreehari Marathe
1. Cloud seeding can help address water scarcity issues by increasing rainfall. Many countries regularly use cloud seeding to augment water supplies for agriculture, drinking water, and hydroelectric power.
2. Water availability is decreasing globally due to population growth and development. By 2025, over a third of the world's population may face "catastrophically low" water supplies under 1000 cubic meters per person per year.
3. Forests help increase rainfall by recycling water through transpiration. Deforestation reduces rainfall and increases risks of drought, flooding, and water scarcity. Reforestation is needed to improve water security in many countries.
The Microsoft 365 Migration Tutorial For Beginner.pptxoperationspcvita
This presentation will help you understand the power of Microsoft 365. However, we have mentioned every productivity app included in Office 365. Additionally, we have suggested the migration situation related to Office 365 and how we can help you.
You can also read: https://www.systoolsgroup.com/updates/office-365-tenant-to-tenant-migration-step-by-step-complete-guide/
Northern Engraving | Nameplate Manufacturing Process - 2024Northern Engraving
Manufacturing custom quality metal nameplates and badges involves several standard operations. Processes include sheet prep, lithography, screening, coating, punch press and inspection. All decoration is completed in the flat sheet with adhesive and tooling operations following. The possibilities for creating unique durable nameplates are endless. How will you create your brand identity? We can help!
inQuba Webinar Mastering Customer Journey Management with Dr Graham HillLizaNolte
HERE IS YOUR WEBINAR CONTENT! 'Mastering Customer Journey Management with Dr. Graham Hill'. We hope you find the webinar recording both insightful and enjoyable.
In this webinar, we explored essential aspects of Customer Journey Management and personalization. Here’s a summary of the key insights and topics discussed:
Key Takeaways:
Understanding the Customer Journey: Dr. Hill emphasized the importance of mapping and understanding the complete customer journey to identify touchpoints and opportunities for improvement.
Personalization Strategies: We discussed how to leverage data and insights to create personalized experiences that resonate with customers.
Technology Integration: Insights were shared on how inQuba’s advanced technology can streamline customer interactions and drive operational efficiency.
In the realm of cybersecurity, offensive security practices act as a critical shield. By simulating real-world attacks in a controlled environment, these techniques expose vulnerabilities before malicious actors can exploit them. This proactive approach allows manufacturers to identify and fix weaknesses, significantly enhancing system security.
This presentation delves into the development of a system designed to mimic Galileo's Open Service signal using software-defined radio (SDR) technology. We'll begin with a foundational overview of both Global Navigation Satellite Systems (GNSS) and the intricacies of digital signal processing.
The presentation culminates in a live demonstration. We'll showcase the manipulation of Galileo's Open Service pilot signal, simulating an attack on various software and hardware systems. This practical demonstration serves to highlight the potential consequences of unaddressed vulnerabilities, emphasizing the importance of offensive security practices in safeguarding critical infrastructure.
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...Alex Pruden
Folding is a recent technique for building efficient recursive SNARKs. Several elegant folding protocols have been proposed, such as Nova, Supernova, Hypernova, Protostar, and others. However, all of them rely on an additively homomorphic commitment scheme based on discrete log, and are therefore not post-quantum secure. In this work we present LatticeFold, the first lattice-based folding protocol based on the Module SIS problem. This folding protocol naturally leads to an efficient recursive lattice-based SNARK and an efficient PCD scheme. LatticeFold supports folding low-degree relations, such as R1CS, as well as high-degree relations, such as CCS. The key challenge is to construct a secure folding protocol that works with the Ajtai commitment scheme. The difficulty, is ensuring that extracted witnesses are low norm through many rounds of folding. We present a novel technique using the sumcheck protocol to ensure that extracted witnesses are always low norm no matter how many rounds of folding are used. Our evaluation of the final proof system suggests that it is as performant as Hypernova, while providing post-quantum security.
Paper Link: https://eprint.iacr.org/2024/257
Discover top-tier mobile app development services, offering innovative solutions for iOS and Android. Enhance your business with custom, user-friendly mobile applications.
Session 1 - Intro to Robotic Process Automation.pdfUiPathCommunity
👉 Check out our full 'Africa Series - Automation Student Developers (EN)' page to register for the full program:
https://bit.ly/Automation_Student_Kickstart
In this session, we shall introduce you to the world of automation, the UiPath Platform, and guide you on how to install and setup UiPath Studio on your Windows PC.
📕 Detailed agenda:
What is RPA? Benefits of RPA?
RPA Applications
The UiPath End-to-End Automation Platform
UiPath Studio CE Installation and Setup
💻 Extra training through UiPath Academy:
Introduction to Automation
UiPath Business Automation Platform
Explore automation development with UiPath Studio
👉 Register here for our upcoming Session 2 on June 20: Introduction to UiPath Studio Fundamentals: https://community.uipath.com/events/details/uipath-lagos-presents-session-2-introduction-to-uipath-studio-fundamentals/
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These are the slides for the presentation, "Component Testing: Bridging the gap between frontend applications" that was presented at QA or the Highway 2024 in Columbus, OH by Zachary Hamm.
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectorsDianaGray10
Join us to learn how UiPath Apps can directly and easily interact with prebuilt connectors via Integration Service--including Salesforce, ServiceNow, Open GenAI, and more.
The best part is you can achieve this without building a custom workflow! Say goodbye to the hassle of using separate automations to call APIs. By seamlessly integrating within App Studio, you can now easily streamline your workflow, while gaining direct access to our Connector Catalog of popular applications.
We’ll discuss and demo the benefits of UiPath Apps and connectors including:
Creating a compelling user experience for any software, without the limitations of APIs.
Accelerating the app creation process, saving time and effort
Enjoying high-performance CRUD (create, read, update, delete) operations, for
seamless data management.
Speakers:
Russell Alfeche, Technology Leader, RPA at qBotic and UiPath MVP
Charlie Greenberg, host
In our second session, we shall learn all about the main features and fundamentals of UiPath Studio that enable us to use the building blocks for any automation project.
📕 Detailed agenda:
Variables and Datatypes
Workflow Layouts
Arguments
Control Flows and Loops
Conditional Statements
💻 Extra training through UiPath Academy:
Variables, Constants, and Arguments in Studio
Control Flow in Studio
Northern Engraving | Modern Metal Trim, Nameplates and Appliance PanelsNorthern Engraving
What began over 115 years ago as a supplier of precision gauges to the automotive industry has evolved into being an industry leader in the manufacture of product branding, automotive cockpit trim and decorative appliance trim. Value-added services include in-house Design, Engineering, Program Management, Test Lab and Tool Shops.
"What does it really mean for your system to be available, or how to define w...Fwdays
We will talk about system monitoring from a few different angles. We will start by covering the basics, then discuss SLOs, how to define them, and why understanding the business well is crucial for success in this exercise.
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
ScyllaDB is making a major architecture shift. We’re moving from vNode replication to tablets – fragments of tables that are distributed independently, enabling dynamic data distribution and extreme elasticity. In this keynote, ScyllaDB co-founder and CTO Avi Kivity explains the reason for this shift, provides a look at the implementation and roadmap, and shares how this shift benefits ScyllaDB users.
"Scaling RAG Applications to serve millions of users", Kevin GoedeckeFwdays
How we managed to grow and scale a RAG application from zero to thousands of users in 7 months. Lessons from technical challenges around managing high load for LLMs, RAGs and Vector databases.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChip’s Akida neuromorphic hardware IP further enhances TENNs’ capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.
"$10 thousand per minute of downtime: architecture, queues, streaming and fin...Fwdays
Direct losses from downtime in 1 minute = $5-$10 thousand dollars. Reputation is priceless.
As part of the talk, we will consider the architectural strategies necessary for the development of highly loaded fintech solutions. We will focus on using queues and streaming to efficiently work and manage large amounts of data in real-time and to minimize latency.
We will focus special attention on the architectural patterns used in the design of the fintech system, microservices and event-driven architecture, which ensure scalability, fault tolerance, and consistency of the entire system.
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Abl activities
1. Atmospheric Boundary Layer Activities in ESRL
Wayne M. Angevine
With help from:
the Surface and PBL theme team
Sara Tucker
Bob Banta
Ola Persson
Jim Wilczak
Chris Fairall
3. Coastal Boundary Layer
- warm to cold
One of many
2000
“other” types of
boundary
1500
Inversion
layers
Height (meters)
Polar BLs are Convective
Mixed Layer
stable for Layer
1000 Residual
long Intermediate
Layer
periods
Some oceanic
500
BLs are
continuously
0
Stable marine boundary Layer
Stable (nocturnal) layer
weakly
convective
Sunrise
4. Why do we care about
the boundary layer?
Controls transport of pollutants and climate-forcing
constituents
Source of heat, water, and turbulence
Vital for weather and climate prediction
Location of aerosols, clouds, and pollutants
Context for other measurements
Almost any measurement or prediction
involves the boundary layer
5. Critical scientific gaps
Grand challenges
Cloud formation and transitions within the boundary
layer
Concentration and transport of pollutants in
realistically variable boundary layer structures
Factors affecting the vertical transport of heat and
matter during the boundary layer daily cycle
Partitioning of various causes of climate changes in
the polar regions
Interaction between the boundary layer and
atmosphere above (free troposphere)
6. Recent findings
Cloud formation and transitions within the boundary layer
• Cloud effects on pollutant concentration and transport
• Aerosol effects on clouds
Concentration and transport of pollutants in realistically variable
boundary layer structures
• Stable boundary layer characterization
• Mixing depths over water
Factors affecting the vertical transport of heat and matter during the
boundary layer daily cycle
• Coastal pollutant transport
• Parameterizations for mesoscale models – validation and development
• Automated BL height detection
Partitioning of various causes of climate changes in the polar regions
• Arctic boundary layer characterization
Interaction between the boundary layer and atmosphere above (free
troposphere)
• Transitional boundary layers
• BL-top entrainment
• Links to larger scales
7. Mixing depths over the
Gulf of Mexico and Galveston Bay
Measurements from High
Resolution Doppler Lidar on
the Ronald H. Brown
Reliability enhanced by multiple
parameters
• aerosol backscatter
• turbulence intensity
• wind shear
Key finding: BL over water is
weakly convective
• shallow but not very shallow
• no diurnal cycle
Backed up by sea surface flux
and temperature
measurements
Key to interpretation of in-situ
chemistry and aerosol
measurements
8. Validation of diurnal cycle in
forecast models
Using BL heights
derived by an
automated
algorithm for 5
radar wind profilers
in Texas
Average over 52
days
9. Stable boundary layer structure
Two types lead to
different chemical and
physical behavior
Weak LLJ Stronger LLJ Closely tied to
strength of low-level jet:
Weak LLJ (< 3 m s-1)
- O3 → 0
6-7 m s-1 or more
- [O3] stays > 20 ppb
Similar effects on
temperature and water
vapor profiles
10. Stable boundary layer structure
Decoupling of flow aloft from surface friction acceleration after
sunset
Happens every night to some degree
Doppler lidar provides highly resolved wind and turbulence information
A challenge to model parameterizations, and a framework for improving
them
11. Arctic climate trends driven by boundary
layer processes
Magnitude and sign of
temperature trends can vary
significantly over small spatial
distances
- Red = positive
- Blue = negative
- size of dot proportional to
trend magnitude
Spatial variability of near-
surface trends is caused by
boundary-layer phenomena
linked to complex terrain and the
presence of coastlines
12. Arctic climate trends 5
Alert Base
driven by 4
060214-060225
T (deg C)
boundary layer processes -34
3
Boundary layer structure during 2
downslope wind events at Alert (from
rawinsonde data) 1
Drastically different from mid-latitude 0
46 48 50 52 54 56
Year Day
continental BL structure
Descent of temperature and mixing ratio -17 MAM, 205°-275°(>4.5 m/s), 1985-2006 -17
inversion top causes low-level warming S=+0.21; r2 = 0.35
-19 -19
and moistening
-21 -21
Events descend from 2-4 km heights
-23 -23
Relatively few events have a big impact
-25 -25
on annual averages
-27 -27
Will climate change affect the number of 0 5 10 15 20 25
these events? Frequency of Wind Events (% time)
13. Cloud-aerosol feedbacks:
Stratocumulus cloud form variability off Chile
Most climate models do not make reasonable marine stratus clouds
Present PBL models do not capture solid-broken transition
Major effect on radiative input to sea surface and BL structure
One Hypothesis: Aerosol – drizzle coupling
15. What are we doing?
Research to understand BL structure and its
interactions with clouds, aerosols, chemistry, and
larger-scale processes
• in maritime, mid-latitude continental, coastal, and polar
environments
• to address climate, air quality, and weather prediction
16. Problems Issues Opportunities
Faster progress through better coordination in
parameterization development
• Model users may get ahead of us in some areas
Making best use of past and future field projects and
data
Extending BL expertise to others within ESRL
19. How?
Collect data during small and large field projects that
last for a few weeks to many years
Frequently utilize internally-developed, unique
instrumentation
Develop and test model capabilities
Use observations and models
• to understand processes and interactions
• to plan future observations, instruments, and models
20. Validation of WRF BL and land surface
schemes
Noah RUC
Looking at two BL schemes with
two land surface schemes
Nighttime
Y Approx. 2 months in Oklahoma
S Mean sensible heat flux agrees
U with observations
Lots of variation not captured by
the model
Both sensible and latent heat
fluxes overestimated in daytime (not
M shown)
Y
J
red thin – obs, brown bold – mean obs,
blue thin – models, black bold – mean models
21. Stratocumulus cloud
observations
Much more variable than they look!
EPIC 2001, θ, Ceilometer base (red), MMCR Top (black)
4000
320
3500
315
3000
310
2500
Height (m)
305
2000
1500 300
1000 295
500 290
0
10/10 10/15 10/20 1025
Day
Time height mapping of potential temperature θ,
ceilometer cloud base (red) and MMCR cloud top
(black). The temporal resolution of the cloud
boundaries is 10 min