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  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.
21

Aerosol Absorption And Source Characteristics Over Different Environments

Sindhu, Kapil Dev 05 1900 (has links)
Extremely fine liquid droplets or solid particles, those remain suspended in the air, are known as aerosols. They are produced by natural sources and anthropogenic activities. Several types of aerosols produced by different processes are present in the atmosphere and every type of aerosol species exhibit different types of physical and chemical properties. Though making up only a small fraction of atmospheric mass aerosols are capable of altering Earth’s climate by scattering and absorbing incoming solar radiation and absorbing outgoing radiation. Adding to the complexity, they can act as cloud condensation nuclei and modify cloud properties. Major objective of this thesis is to study absorption due to aerosols and factors controlling the absorbing efficiency of aerosols over various environments. We have demonstrated a new method to quantify the organic carbon in terms of optical depth. Our studies demonstrate large “anomalous” absorption in the UV wavelength region over several regions. Further investigations revealed that a major part of this additional absorption is contributed by organic carbon aerosols and partly due to dust aerosols. We show that it is possible to discriminate UV absorption by dust and organic carbon by making use of the fact that dust aerosols are much larger in size compared to organic aerosols. Examination of aerosol optical depth values measured at cities south of Saharan desert indicates high short wave absorption due to coarse mode aerosols probably dust. Even at low values of Angstrom wavelength exponent, which indicates the presence of large aerosols (e.g., dust over land), absorption was found reasonably high compared to that of pure dust. On the other hand, over regions in the northern part of the Sahara close to Europe, short wave absorption was found to be lower. The enhanced short wave absorption due to coarse particles is unexpected. It appears that the deposition of anthropogenic aerosols such as black carbon over dust aerosols is likely to be responsible for this enhanced short wave absorption. This is a typical example of how anthropogenic aerosols can modify the properties of natural aerosols. We have carried out source apportionment using backward air parcel trajectories by applying k-means method of clustering and obtained various aerosol terms corresponding to each cluster. We have selected three island sites and one site in the middle of Saharan desert for this study. High aerosol radiative forcing values are observed even over remote island locations. Our study demonstrates the role of aerosols transported from the main land in influencing the aerosol environment even over remote marine regions.
22

Investigation Of Aerosol Characteristics Over Inland, Coastal And Island Locations In India

Vinoj, V 05 1900 (has links)
This thesis is based on measurements of aerosol optical and microphysical properties made at inland, coastal and island locations in India. Aerosol vertical distribution measurements have also been made both using surface based and aircraft borne instruments. In addition to these, satellite based measurements (MODIS and OMI) have also been used to estimate regional aerosol radiative forcing over the oceanic regions around India. The measurements at an inland, continental, urban location reveals the large effect of anthropogenic activities on aerosol characteristics at surface and the atmospheric vertical column. A clear seasonality is observed in aerosol optical and microphysical properties as a consequence of modulation by anthropogenic activities and the effect of meteorological parameters like rainfall, winds and boundary layer dynamics. The variability observed at different time scales (from diurnal, weekly, monthly to annual) reveals the importance of anthropogenic and natural processes in modulating the aerosol loading. The estimates of aerosol radiative forcing at surface were as high as ~ 40W m-2. A large discrepancy was observed between the observed and modeled aerosol forcing efficiency (forcing per unit optical depth) at surface. These discrepancies are due to the inadequate representation of aerosol mixing state in models. In addition, the large difference found in the observed forcing between winter and summer could also be influenced due to the presence of elevated aerosols during the summer. Measurements made over coastal and central India shows that a large fraction (75-85%) of aerosol column optical depth was contributed by aerosols located above 1 km. The horizontal gradients were sharp with e-1 scaling distance as small as ~250 km in the well-mixed regions mostly under the influence of local source effects. However, above the atmospheric boundary layer, the gradients were much shallower (~800 to 1200 km). In addition, a large fraction (60-75%) of aerosol was found located above clouds leading to enhanced aerosol absorption. Large spatial gradient in aerosol optical depth and hence radiative impacts between the coastal landmass and the adjacent oceans within a short distance of <300 km (even at an altitude of 3 km) during summer and pre-monsoon is of importance to regional climate. Observations at Minicoy, a remote island in southern Arabian Sea to study the characteristics of transported aerosols reveals variability at daily, weekly, monthly and seasonal time scales associated with changes in precipitation and air mass characteristics. The daily mean Black Carbon (BC) mass mixing ratio varied between as low as ~ 0.2 to 9.0%. The resultant average aerosol atmospheric forcing for the observation period was ~15 W m-2. Trajectory based cluster analysis has shown six distinct advection/transport pathways influencing aerosol characteristics over southern Arabian Sea. The Indo-Gangetic Plain, northern Arabian Sea and west Asia are identified to be the most important source regions having a major impact on aerosols loading over the southern Arabian Sea. The cluster analysis, concentration weighted trajectory (CWT) analysis and the MODIS retrievals show an asymmetry in aerosol characteristics between the Arabian Sea and the Bay of Bengal, with the Arabian Sea characterized by large loading by natural aerosols (eg., dust and sea salt) and the Bay of Bengal characterized by anthropogenic loading (eg., BC). The low value of the BC mass mixing ratio measured at the island (mostly ~ 1 to 1.6%), has major implications for regional radiative forcing. The annually averaged net aerosol atmospheric forcing was as low as ~1.7 W m-2 with highest forcing corresponding to IGP cluster. The single scattering albedo (SSA) which is an important parameter in the estimation of aerosol radiative forcing was retrieved by utilizing a joint OMI-MODIS retrieval methodology. The SSA over the oceanic regions around India shows that the largest absorption (SSA < 0.9) occurs during winter. The largest gradients in AOD and SSA were observed over Arabian Sea during the summer as a result of large dust emissions. The largest forcing observed also was confined to the northern Arabian Sea (~ 37 W m-2) as a result of high aerosol column loading and dust transport. The observed annual mean forcing at Minicoy were comparable to that estimated using satellite measurements, but were much lower than those observed during INDOEX.
23

Water Soluble Inorganic Aerosol Chemical Characteristics Over An Urban Site In Southern India

Nair, Aswathy V 08 1900 (has links) (PDF)
Aerosol are solid or liquid particles suspended in the atmosphere ranging in size from 10 3 to 102 m. Aerosol influence both the regional and global climate of the earth by its direct and indirect effect. Role of atmospheric aerosols on the radiative forcing of atmosphere is a matter of serious research for past few decades and still it remains highly uncertain as acknowledged by Intergovernmental Panel on Climate Change. Heterogeneous nature of aerosol both spatially and temporally makes it more complex in estimating radiative forcing compared to that of greenhouse gases. Compounding to the existing difficulty in determining the climate effects, changing aerosol concentration and nature of the aerosol further increases the complexity in determining its effects in both regional and global climate. Increasing aerosol loading is emerging to be an issue of major concern over several regions. The first step towards achieving this goal is by determining the trends in the physical and optical properties of aerosol over the globe. Main objective of the thesis is the determination of the recent trends in aerosol loading over the globe and then to focus specifically on the properties of aerosol over an urban site in southern India. Specific objectives are (a) to determine the trend in aerosol physical and optical properties over the globe using AERONET surface observations (b) to characterize the chemical properties of water soluble inorganic aerosol over an urban site in Southern India, Bangalore (c) to have a better estimation of aerosol radiative forcing over Bangalore with measured aerosol chemical concentration, black carbon concentration and aerosol optical depth (AOD). To quantify the recent trends in aerosol loading over the globe, we have used the surface observations from AERONET and the study provided the first step in giving a global picture of the recent trends in the fundamental optical and physical property of aerosol. Trend analysis showed a significant spatial inhomogenity, and Asian continent clearly showed an increasing trend in AOD compared to other continents. Solar village (24.9oN, 46.4oE) of Saudi Arabia showed a maximum with a value of 0.04/yr and Bac -Giang (21oN, 106oE) of Vietnam showed the minimum value of -0.04/yr. North American study region included 18 sites in which eastern US (E.US) exhibited a decreasing trend while the scenario in western US (W.US) is different with more of sites with increasing AOD trend. Single scattering albedo (SSA) trend in W. US showed a decreasing trend irrespective of the AOD trend. Study sites in South America include Cordoba -CETT (31.5oNS, 64.5 oN W) Alta Floresta (9.8oS, 56.1 o W), Riobranco (9.9oNS, 67.8o W) and Soa Poulo (23.5oS, 46.7o W).Except Riobranco which has a positive trend in AOD, all other sites exhibited a statistically signi cant negative trend. Over Australia, there is an inclination towards increasing AOD in sites and all the three sites in Australia exhibit a statistically significant increasing trend in SSA. According to the recent trends in AOD over African region, there exists a significant decrease in AOD compared to that reported for few years earlier, showing the high temporal in homogeneity and need for continuous observation of aerosol over the regions. European study region included 15 stations, among them only 3 sites showed an increasing trend in AOD, remaining 12 sites showed a significant decreasing trend in aerosol loading over the period of study. SSA was also observed to be decreasing over most of the European sites, even with a decreasing AOD over most of the sites. A Comparison study carried out to determine the relation of population growth rate and aerosol loading, and it revealed that the increasing AOD trend not always coincided with the sites having high population growth rate. Having determined the trends in AOD and other aerosol parameters over the globe and seeing an alarmingly increasing trend over most of the Asian sites, especially over Indian region, we have then focused over work on the aerosol properties of one of the rapidly growing urban location in southern India, Bangalore. While physical properties of aerosol have been extensively studied over Bangalore, chemical characteristics are still an unexplored area. Extensive information on aerosol chemical composition is not available over Indian region except for a few locations based on campaign mode. Even available data is of very coarse temporal resolution, since hours or full day sampling is needed to gather enough samples for chemical analysis. High temporal resolution data of aerosol chemical characteristics, especially for all season is completely lacking over Indian subcontinent. Among aerosol, water soluble aerosol form an important component in particulate matter, since it can change its size, composition, can easily mix with other aerosols and can act as cloud condensation nuclei, based on its hygroscopic nature. Present study provided the rst time results from a high temporal resolution water soluble inorganic aerosol chemical data over Indian region, which is first step towards estimating aerosol climate impacts more accurately. Water soluble inorganic aerosol ions over Bangalore namely, sulphate, nitrate, chloride, potassium, calcium, magnesium, sodium and ammonium are measured using Particle Into Liquid Sampler Ion Chromatograph (PILS-IC). PILS is an online sampling technique for quantitatively measuring the chemical concentration of ion in water soluble aerosol particles. PILS IC used in the present study is developed in Georgia Institute of Technology. Instrument samples ambient air at a flow rate of 16.7Lmin 1. Particles below PM 2.5 micron are collected for the analysis using cyclone impactor. Two annular glass denuders are used to remove inorganic gases which else will interfere with the aerosol ion concentration. Ambient air which is deprived of the inorganic gases is then mixed with steam vapours at 150oC, eventually high supersaturated atmosphere is produced with rapid adiabatic mixing of steam and ambient air. High supersaturated air allows droplets to grow enough to be collected by inertial impaction onto a quartz impactor plate. Entire PILS condensation unit is kept at a slight tilt of 15o, to remove all condensate through drain tube connected to the end of the PILS condensate body. Condensed liquid sample is collected from the impaction chamber and known concentration LiF is allowed to mix with the collected sample at a constant rate. LiF known as carrier liquid is added to know the dilution occurring to the collected sample. Sample with carrier liquid is then collected to a debubbler and is supplied to the IC through peristaltic tubings for determining the ion chemical concentration. Seasonal variation of mass concentration of water soluble aerosol species and the influence of long range transport is carried out using HYSPILT back trajectory analysis. Marine air mass from Arabian Sea dominated the air parcel reaching the site for both SW monsoon and summer. Continental air mass dominated the site during both NE monsoon and winter with slight contribution from marine atmosphere. Source characteristics of sulphate, potassium, calcium and magnesium ions are carried out based on sea salt (ss) and non sea salt (nss) origin and it is observed that the nss contribution is dominant over the site for all these ions except magnesium where ss component comparatively dominates the source. SO24 and NO3 form the dominant anions while NH+4 makes the dominant cation species. Monthly variation of the ratio of ammonium to nss -sulphate is carried out to determine the possible cation -anion relation existing between these two major ions. During later winter and summer months ammonium bi sulphate is found to be the existing chemical form and ammonium sulphate during other seasons. High temporal resolution data enabled us to study the diurnal variation of aerosol ions and it is influenced by various mechanisms from boundary layer to local emissions. Optical properties of aerosols depend upon the size and the relative abun-dance of each components. It is usual practice to assume default aerosol chemical composition in radiative transfer models due to unavailability of data, which can lead to errors in forcing estimates. Incorporating realistic aerosol chemical composition in models is essential to reduce the uncertainty in aerosol radiative forcing. Hence we have included measured aerosol chemical compositions, black carbon and AOD to improve the determination of radiative forcing of aerosol. OPAC and SBDART models were used for estimating the aerosol radiative forcing over Bangalore. We have used mainly four components namely, soot, water soluble, sea salt and dust. Except dust all are other components are measured over the site and formed a constrain for the calculation. Dust concentration was altered so that the OPAC AOD matched the measured AOD within 5%. Mineral dust shows the highest contribution in AOD among the four components, however water soluble and soot even being less is mass concentration compared to mineral dust, has significant impact on the AOD. This clearly indicate the influence of both water soluble and soot aerosol over the regional climate of the site. Sea Salt exhibited low AOD compared to other three constituents. The results presented in the thesis highlights the importance of varying trends in the aerosol properties and its effects on a global picture and speci - cally over an urban site in Indian region , we explored the temporal variations of water soluble inorganic aerosol ions and its effects on regional climate. Hence the thesis addressed some of the unexplored areas in aerosol science. This study also suggests the need of continuous observation of aerosol over both spatial and temporal scale, which is essential to estimate their effects on earth's climate.
24

Determining Nighttime Atmospheric Optical Depth Using Mars Exploration Rover Images

Bean, Keri Marie 16 December 2013 (has links)
Martian clouds and dust play an important part of the radiative transfer and energy balance budget. To assist in fully understanding the impact of clouds and dust, the complete diurnal cycle needs to be characterized. One of the best methods to track diurnal variations on Mars is by measuring optical depth. The spatial and temporal trends of optical depth give insight into the dust and water cycles of the Martian atmosphere. Until now, spacecraft could only obtain optical depth during the day. In this thesis, nighttime images from the Mars Exploration Rover Spirit are used to calculate nighttime optical depth using photometric methods to capture star flux. Bright stars in well-known constellations are used in this analysis. The observed flux was compared to the expected flux to give nighttime optical depth values. The observed nighttime optical depth was consistently similar to the daytime optical depth values on both an individual image and sol-averaged basis. Recommendations are made going forward to use the Mars Science Laboratory Curiosity for conducting an optimal nighttime optical depth campaign to fully characterize the diurnal dust and water cycles of Mars. The Curiosity rover is well suited for nighttime imaging and can potentially provide valuable insight into the nighttime dust and cloud trends.
25

Μελέτη της αέριας ρύπανσης στον ελλαδικό χώρο με τη χρήση δορυφορικών εκτιμήσεων

Μεντζελόπουλος, Ελευθέριος 11 August 2011 (has links)
Η χωρική και χρονική κατανομή των αιωρούμενων σωματιδίων επηρεάζεται σημαντικά από τις τοπικές πηγές ρύπανσης αλλά και από την ατμοσφαιρική κυκλοφορία. Στην εργασία επιχειρήθηκε η μελέτη των επιπέδων του οπτικού βάθους των αιωρούμενων σωματιδίων στην Ελλάδα, με έμφαση στη συνεισφορά των τοπικών πηγών ρύπανσης. Συγκεκριμένα, στην παρούσα εργασία πραγματοποιήθηκε: 1. ανάλυση δορυφορικών δεδομένων και παρουσίαση των επιπέδων και των πιθανών τάσεων του οπτικού βάθους των αιωρούμενων σωματιδίων σε διάφορες περιοχές της Ελλάδας 2. σύγκριση των επιπέδων του οπτικού βάθους μεταξύ επιβαρημένων περιοχών, όπως μεγάλα αστικά κέντρα και περιοχές όπου λειτουργούν μεγάλες βιομηχανικές μονάδες, σε σχέση με περιοχές όπου η επίδραση των τοπικών πηγών ρύπανση είναι πολύ μικρή 3. εκτίμηση της συνεισφοράς των τοπικών πηγών ρύπανσης στα προαναφερόμενα αποτελέσματα 4. σύγκριση των δορυφορικών δεδομένων με επίγεια Η μελέτη των παραπάνω αντικειμένων έγινε χρησιμοποιώντας εκτιμήσεις των οπτικών ιδιοτήτων των αιωρούμενων σωματιδίων από το όργανο MODIS (Moderate Resolution Imaging Spectoradiometer) που βρίσκεται στους δορυφόρους Terra και Aqua. Τα δεδομένα καλύπτουν τη χρονική περίοδο 9 ετών (από Φεβρουάριο 2000 έως Σεπτέμβριο 2009) για το διαστημικό σκάφος Terra και 7 ετών (από Ιούλιο 2002 έως Σεπτέμβριο 2009) για το Aqua. Οι χρονικές στιγμές διέλευσης των δορυφόρων Terra και Aqua πάνω από την Ελλάδα είναι 9.35±0.50 UTC και 11.34±0.53 UTC αντίστοιχα. Η μέση τιμή του οπτικού βάθους (AOD550), για όλη την Ελλάδα είναι 0.20±0.07 και 0.19±0.06, από τους δορυφόρους Terra και Aqua αντίστοιχα. Ο συντελεστής γραμμικής συσχέτισης των δεδομένων AOD550 μεταξύ των δορυφορικών μετρήσεων MODIS/Terra και MODIS/Aqua είναι ίσος με 0.81. Στην χρονοσειρά των οπτικών βαθών παρατηρήθηκε μία εποχική διακύμανση με τις μέγιστες τιμές να εμφανίζονται κατά τους πρώτους ανοιξιάτικους μήνες και το καλοκαίρι. Η εποχικότητα αυτή αποδόθηκε στο αυξημένο σωματιδιακό φορτίο που παρατηρείται στην ελεύθερη τροπόσφαιρα τις συγκεκριμένες χρονικές περιόδους λόγω μεταφοράς ερημικής σκόνης από την Σαχάρα, αλλά και λόγω μεταφοράς αιωρούμενων από καύση βιομάζας που παρατηρούνται συχνά κατά τον Αύγουστο, όπως και στους επικρατούντες Βορειανατολικούς ανέμους κατά τους καλοκαιρινούς μήνες που μεταφέρουν σωματιδιακή ρύπανση από ρυπασμένες περιοχές όπως τα Ανατολικά Βαλκάνια. Γενικά, οι μεγαλύτερες τιμές AOD550 εμφανίζονται στις αστικές περιοχές όπου υπάρχουν έντονες ανθρωπογενείς δραστηριότητες, όπως οι περιοχές της Αττικής και της Θεσσαλονίκης. Παρατηρείται ότι το 50-55% περίπου του εκτιμώμενου οπτικού βάθους οφείλεται σε ανθρωπογενείς πηγές ρύπανσης, ενώ το υπόλοιπο αναμένεται να οφείλεται σε φαινόμενα διασυνοριακής ρύπανσης. Ιδιαίτερο ενδιαφέρον έχουν τα αποτελέσματα για την περιοχή της Πτολεμαΐδας και της κεντρικής Πελοποννήσου. Εκεί, τα επίπεδα των τοπικών πηγών ρύπανσης που φαίνονται από τον Aqua και συνεισφέρουν στο συνολικό οπτικό βάθος των αιωρούμενων σωματιδίων είναι πολύ μεγαλύτερα σε σχέση με αυτά του Terra κατά +37.9% και +70.6% αντίστοιχα. Τις μεσημεριανές ώρες που διέρχεται ο δορυφόρος Aqua, η ατμόσφαιρα της ευρύτερης περιοχής της Πτολεμαΐδας και της κεντρικής Πελοποννήσου έχει πιθανώς επιφορτιστεί από αιωρούμενα σωματίδια, λόγω της εντατικής λειτουργίας των εργοστασίων ηλεκτρικής ενέργειας. Για αυτό το λόγο, τα επίπεδα τοπικών πηγών ρύπανσης του Aqua είναι μεγαλύτερα από αυτά του δορυφόρου Terra, ο οποίος διέρχεται πάνω από την Ελλάδα τις πρωινές ώρες. Για την περιοχή της Θεσσαλονίκης συγκρίθηκαν δορυφορικά δεδομένα MODIS με επίγειες μετρήσεις PM10 και PM2.5. Συγκρίνοντας το AOD550 με το PM10 δεν διακρίνεται ιδιαίτερη συσχέτιση μεταξύ αυτών. Μάλιστα, τα μέγιστα του AOD550 εμφανίζονται την άνοιξη και το καλοκαίρι ενώ τα αντίστοιχα μέγιστα των PM10 το φθινόπωρο και τον χειμώνα. Ομοίως οι ελάχιστες τιμές του AOD550 υπάρχουν το φθινόπωρο και το χειμώνα ενώ των PM10 την άνοιξη και το καλοκαίρι. Το γεγονός αυτό βασίζεται στο ότι, εντός των ορίων του Δήμου Θεσσαλονίκης, η βασική πηγή ρύπανσης είναι η κυκλοφορία των αυτοκινήτων. Επειδή κατά τους καλοκαιρινούς μήνες ο κυκλοφοριακός φόρτος είναι περιορισμένος, αναμένεται να είναι μικρότερες και οι συγκεντρώσεις των αιωρούμενων σωματιδίων. / The spatial and temporal distribution of particulate matter is strongly influenced by local sources and the atmospheric circulation in the wider region. In this study, the levels of the optical depth of aerosols in Greece are examined, as well as the contribution of local sources on pollution. The following essential steps were followed: 1. Data analysis and possible trends of the aerosol optical depth over various regions of Greece 2. Comparison of the aerosol optical depth values among polluted regions, such as large cities and areas with increased industrial activity, and regions where the influence of local sources of pollution is very small 3. Estimation of the contribution of local sources of pollution in the above mentioned results. 4. Comparison of satellite estimations with ground based data. The study was based on the dataset of aerosol optical properties from the MODIS (Moderate Resolution Imaging Spectoradiometer) instrument, located on Terra and Aqua satellites. The dataset covers a 9-year time period (February 2000 - September 2009) on the Terra spacecraft and 7 years (July 2002 - September 2009) on Aqua. The overpass times of the satellites Terra and Aqua above Greece are 9.35 ± 0.50 UTC and 11.34 ± 0.53 UTC, respectively. The average optical depth (AOD550) over Greece is 0.20±0.07 and 0.19±0.06, from the Terra and Aqua satellites respectively. The linear correlation coefficient between the satellite estimations of AOD550 from MODIS/Terra and MODIS/Aqua is 0.81. The time series analysis of aerosol optical depth reveals a seasonal variation with maximum levels occurring during March and April and during summertime. The seasonality could be attributed to the increased particulate matter of Sahara desert dust in the free troposphere and the transport of biomass burning during August, when the prevailing North East winds carry particulate matter from air polluted sites like the East Balkans. Generally, the higher AOD550 values appear in urban areas, such as the regions of Attica and Thessaloniki. Finally, it appears that 50-55% of the estimated optical depth could be attributed to anthropogenic sources. The results for the area of Ptolemais and central Peloponnese were examined thoroughly. Over those regions, the levels of local pollution sources that appear from Aqua, are much higher than those of Terra by +37.9% and +70.6% respectively. During the midday hours, when the Aqua satellite passes over the wider area of Ptolemais and central Peloponnese, the increased particulate matter could be attributed to the intensive operation of power plants. For this reason, the levels of local air pollution sources, observed from Aqua, are higher than those of Terra satellite, which passes over the sites in the early morning. For the region of Thessaloniki, the MODIS satellite data compared with ground based measurements of PM10 and PM2.5. When comparing AOD550 with PM10, there is no distinguished direct relation between them. On the contrary, the maximum satellite values of AOD550 appear during spring and summer, while the corresponding maximum values of PM10 are measured during autumn and winter. Likewise, the minimum AOD550 values appear in autumn and winter, while the PM10 appear during spring and summer. This is probably based on the fact that, in the limit area of the city of Thessalonica, the main source of pollution is car traffic. So, during summer months, when the traffic is low, the concentrations of particulate matter are expected to be lower.
26

Estudo da variabilidade sazonal da profundidade óptica do aerossol em São Paulo a partir de radiômetros MFRSR / Study of the seasonal variability of the aerosol optical depth in São Paulo using MFRSR radiometers.

André Cozza Sayão 27 March 2008 (has links)
A avaliação dos efeitos dos aerossóis em relação ao balanço radiativo local e global bem como o impacto sobre a saúde humana, principalmente em grandes centros urbanos, demanda que se conheça de forma precisa a sua concentração e distribuição espaço-temporal. Neste contexto, o monitoramento acurado de longo prazo por estações instaladas ao redor do mundo tornou-se um desafio e uma necessidade para várias áreas do conhecimento. Classicamente as estações utilizam a técnica de fotometria solar para inferir a concentração e a distribuição de tamanho dos aerossóis através da profundidade óptica do aerossol (POA) e do coeficiente de Ångström . No presente trabalho é sugerida uma metodologia para estimar POA e do coeficiente de Ångström através de quatro canais espectrais de radiômetros do tipo Multi-Filter Rotating Shadowband Radiometer (MFRSR) que operam em São Paulo desde 1999. Estas estimativas foram avaliadas em relação à rede AErosol RObotic NETwork (AERONET) entre os anos de 2004 a 2006. Os resultados mostram que, em termos de variabilidade temporal da POA, há boa concordância entre os diferentes instrumentos. Entretanto, são encontradas diferenças médias sistemáticas da ordem de 0,03 na magnitude da POA em três dos quatro canais analisados, enquanto que o valor sugerido pela OMM para uma atmosfera limpa é de no máximo 0,02. Este resultado aponta que a metodologia empregada nos MFRSR fornece valores de boa qualidade. Ainda neste trabalho, foram relacionadas variáveis meteorológicas coletadas pela Estação Meteorológica do IAG-USP com a POA e o do coeficiente de Ångström estimados neste trabalho. Observou-se uma relação linear entre o coeficiente de Ångström e a umidade relativa (UR), indicando um crescimento do tamanho médio dos aerossóis que integram um grupo com 0,20<POA<=0,60 no canal 415nm com o aumento da umidade relativa. Acredita-se que este grupo tenha predominância de aerossóis de fontes locais. As medidas de longo prazo permitiram também caracterizar, em conjunto com estimativas espaciais de POA pelo sensor Moderate Resolution Imaging Spectroradiometer (MODIS) a bordo do satélite Terra, a influência do transporte de aerossóis de queimadas da região amazônica e do Brasil central em São Paulo, na série de dados analisados. Estes eventos contribuem para o aumento significativo da POA sobre a região metropolitana e trazem partículas ligeiramente menores que as emitidas por fontes locais. / The evaluation of the aerosol effects to the local and global radiation budget, as well as the impact on human health, particularly in large urban centers, demands knowing accurately their concentration and spatial-temporal distribution. In this context, the accurate long term monitoring from ground based stations installed around the world has become a challenge and a necessity for various areas of knowledge. Classically, the stations use the technique of Sun photometry to infer the concentration and size distribution of aerosols through the aerosol optical depth (AOD) and Ångström coefficient . In this paper we suggest a methodology to estimate AOD and Ångström coefficient through four channels of Multi-Filter Rotating Shadowband Radiometers (MFRSR) operating in Sao Paulo since 1999. These estimates were compared to the results of the AErosol RObotic NETwork (AERONET) between the years of 2004 to 2006. The results showed that the MFRSR can represent well the temporal variability of the AOD, but systematic differences were found with mean values of about 0.03 in AOD, in three of the four analyzed channels. The value suggested by WMO for clean air is at most 0.02. This result indicates that the methodology employed in MFRSR provides values of quality good. Also in this study, meteorological influences on the aerosol optical properties were analyzed. The meteorological variables were monitored at the Meteorological Station of the IAG-USP There was a linear relationship between Ångström coefficient and relative humidity (RH), indicating a growth of the average size of aerosols within a group with 0.20<AOD<=0.60, in the channel 415 nm, with increasing relative humidity. It is believed that this group has predominance of aerosols from local sources. Long term measurements also helped to characterize, together with spatial estimates of AOD by the Moderate Resolution Imaging Spectroradiometer (MODIS) on board the Terra satellite, the influence of the transport of aerosol particles from biomass burning from the Amazon region to São Paulo. It was observed that these events contribute to significant increase in AOD on the metropolitan region and bring slightly smaller particles than the emitted by local sources.
27

Empirical Hierarchical Modeling and Predictive Inference for Big, Spatial, Discrete, and Continuous Data

Sengupta, Aritra 17 December 2012 (has links)
No description available.
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Estudo e desenvolvimento dos parâmetros de projeto de um radiômetro solar multiespectral baseado em filtro de interferência variável aplicável ao sensoriamento ambiental e de aerossóis. / Study and development of the design parameters of a multispectral solar radiometer based on variable interference filter applicable to environmental sensing and aerosols.

André Cozza Sayão 05 February 2015 (has links)
Neste trabalho são apresentados os resultados do estudo e desenvolvimento dos parâmetros de projeto de um radiômetro solar multiespectral (RSME), baseado em Filtros de Interferência Variável (FIV) de banda-passante que incorpora uma camada ressoante de Fabry-Perot, inclinada em forma de cunha, sintonizável dentro da área opticamente ativa do FIV, aplicável ao sensoriamento ambiental e de aerossóis. Foi apresentada a teoria proposta para a simulação, projeto e deposição pelo método interativo (simulações associada às avaliações de deposições). O FIV foi parametrizado para o RSME, mas pode atender outras aplicações em sensores multicanais e multiespectrais. A construção dos FIV exigiu estudos e adaptações das técnicas clássicas de deposição de filmes finos e de microeletrônica, foi utilizada a PVD/E-Beam. É apresentado um estudo e o emprego de simulações matemáticas e softwares, aplicáveis a FI convencionais correlatas aos FIVs. Estes softwares foram aplicados e avaliados em relação ao projeto dos FIV. Avaliamos a técnica empregada que produz a inclinação na espessura dos FIVs em uma monocamada de 600 nm com um Perfilômetro do LME. Os FIVs caracterizados opticamente com espectrofotômetros, apresentam uma área opticamente ativa de varredura de 120,5 nm no espectro eletromagnético, entre os canais 475,5 nm a 596 nm, pertencentes a 17,3 mm de extensão do FIV. O FIV é um dispositivo óptico projetado com espessura em cunha provocando a resposta espectral linear para a transmitância, com uma taxa de 6,97 nm/mm na sua extensão. Foi proposto que os FIVs caracterizados em conjunto com PD de um PDA, difusor e lente, formem um conjunto detector conectado a um módulo de pré-processamento e coleta de dados (módulo eletrônico) formando assim o RSME parametrizado. O RSME proposto foi avaliado utilizando o FIV02 que opera numa faixa opticamente ativa entre (600 nm a 715 nm), um PDA modelo TSL1401 com 128 PD e um microcontrolador Arduino UNO para o gerenciamento da detecção. Os resultados apontam que o instrumento faz medições equivalentes a outro espectrofotômetro de referência quando medindo um feixe monocromático em 655,4 nm, mas com resolução mais estreita de 0,13 nm por canal. Foi apontada também a necessidade de instrumentação dedicada para outras caracterizações ópticas dos FIV, do conjunto detector do RSME e para a sua calibração. / This paper presents the results of the study and development of the design parameters of a Multi-Spectral Solar Radiometer (MSSR), based on Variable Interference Filter (VIF) pass-bad which incorporates a resonant layer Fabry-Perot inclined in form wedge, tunable within the optically active area of VIF, applicable to enviro nmental sensing and aerosols. The theory proposed was presented for the simulation, design and deposition by interactive method (associated with reviews of depositions simulations). The VIF was parameterized for the MSSR, but can serve other applications in multi-channel and multispectral sensors. The construction of VIF required studies and adaptations of the classic techniques of thin film deposition and microelectronic, was used the PVD / E-Beam. A study and the use of mathematical and simulation software, related to VIFs applicable to conventional IF appears. This software were applied and assessed in relation to the design of VIF. We evaluate the technique that produces the slope in the thickness of VIFs in a monolayer of 600 nm with a LMEs Surface Profiler. The VIFs characterized optically with spectrophotometers, can present an optically active area scanning 120,5 nm of the electromagnetic spectrum between channels 475,5 nm to 596 nm, belonging to 17,3 mm extension of VIF. FIV is an optical device designed with wedge-shaped thickness resulting in the linear transmittance for the spectral response with a 6,97 nm/mm in extension rate. It was proposed that VIFs characterized together with PD of a PDA, diffuser and lens form a detector module connected to a set of pre-processing and data collection (electronic module) thus forming the parameterized MSSR. The proposed MSSR was assessed using the VIF02 which operates a range of optically active (600 nm to 715 nm), a PDA model TSL1401 with PD 128 and Arduino UNO microcontroller to manage the detection. The results indicate that the instrument is equivalent to other reference spectrophotometer measurements, when measuring a monochromatic beam at 655,4 nm, but with narrower 0,13 nm resolution by channel. It was also pointed out the necessity of dedicated instrumentation for optical characterizations of other VIF MSSR detector assembly and the calibration.
29

Estudo e desenvolvimento dos parâmetros de projeto de um radiômetro solar multiespectral baseado em filtro de interferência variável aplicável ao sensoriamento ambiental e de aerossóis. / Study and development of the design parameters of a multispectral solar radiometer based on variable interference filter applicable to environmental sensing and aerosols.

Sayão, André Cozza 05 February 2015 (has links)
Neste trabalho são apresentados os resultados do estudo e desenvolvimento dos parâmetros de projeto de um radiômetro solar multiespectral (RSME), baseado em Filtros de Interferência Variável (FIV) de banda-passante que incorpora uma camada ressoante de Fabry-Perot, inclinada em forma de cunha, sintonizável dentro da área opticamente ativa do FIV, aplicável ao sensoriamento ambiental e de aerossóis. Foi apresentada a teoria proposta para a simulação, projeto e deposição pelo método interativo (simulações associada às avaliações de deposições). O FIV foi parametrizado para o RSME, mas pode atender outras aplicações em sensores multicanais e multiespectrais. A construção dos FIV exigiu estudos e adaptações das técnicas clássicas de deposição de filmes finos e de microeletrônica, foi utilizada a PVD/E-Beam. É apresentado um estudo e o emprego de simulações matemáticas e softwares, aplicáveis a FI convencionais correlatas aos FIVs. Estes softwares foram aplicados e avaliados em relação ao projeto dos FIV. Avaliamos a técnica empregada que produz a inclinação na espessura dos FIVs em uma monocamada de 600 nm com um Perfilômetro do LME. Os FIVs caracterizados opticamente com espectrofotômetros, apresentam uma área opticamente ativa de varredura de 120,5 nm no espectro eletromagnético, entre os canais 475,5 nm a 596 nm, pertencentes a 17,3 mm de extensão do FIV. O FIV é um dispositivo óptico projetado com espessura em cunha provocando a resposta espectral linear para a transmitância, com uma taxa de 6,97 nm/mm na sua extensão. Foi proposto que os FIVs caracterizados em conjunto com PD de um PDA, difusor e lente, formem um conjunto detector conectado a um módulo de pré-processamento e coleta de dados (módulo eletrônico) formando assim o RSME parametrizado. O RSME proposto foi avaliado utilizando o FIV02 que opera numa faixa opticamente ativa entre (600 nm a 715 nm), um PDA modelo TSL1401 com 128 PD e um microcontrolador Arduino UNO para o gerenciamento da detecção. Os resultados apontam que o instrumento faz medições equivalentes a outro espectrofotômetro de referência quando medindo um feixe monocromático em 655,4 nm, mas com resolução mais estreita de 0,13 nm por canal. Foi apontada também a necessidade de instrumentação dedicada para outras caracterizações ópticas dos FIV, do conjunto detector do RSME e para a sua calibração. / This paper presents the results of the study and development of the design parameters of a Multi-Spectral Solar Radiometer (MSSR), based on Variable Interference Filter (VIF) pass-bad which incorporates a resonant layer Fabry-Perot inclined in form wedge, tunable within the optically active area of VIF, applicable to enviro nmental sensing and aerosols. The theory proposed was presented for the simulation, design and deposition by interactive method (associated with reviews of depositions simulations). The VIF was parameterized for the MSSR, but can serve other applications in multi-channel and multispectral sensors. The construction of VIF required studies and adaptations of the classic techniques of thin film deposition and microelectronic, was used the PVD / E-Beam. A study and the use of mathematical and simulation software, related to VIFs applicable to conventional IF appears. This software were applied and assessed in relation to the design of VIF. We evaluate the technique that produces the slope in the thickness of VIFs in a monolayer of 600 nm with a LMEs Surface Profiler. The VIFs characterized optically with spectrophotometers, can present an optically active area scanning 120,5 nm of the electromagnetic spectrum between channels 475,5 nm to 596 nm, belonging to 17,3 mm extension of VIF. FIV is an optical device designed with wedge-shaped thickness resulting in the linear transmittance for the spectral response with a 6,97 nm/mm in extension rate. It was proposed that VIFs characterized together with PD of a PDA, diffuser and lens form a detector module connected to a set of pre-processing and data collection (electronic module) thus forming the parameterized MSSR. The proposed MSSR was assessed using the VIF02 which operates a range of optically active (600 nm to 715 nm), a PDA model TSL1401 with PD 128 and Arduino UNO microcontroller to manage the detection. The results indicate that the instrument is equivalent to other reference spectrophotometer measurements, when measuring a monochromatic beam at 655,4 nm, but with narrower 0,13 nm resolution by channel. It was also pointed out the necessity of dedicated instrumentation for optical characterizations of other VIF MSSR detector assembly and the calibration.
30

Role of Aerosols in Modulating the Intraseasonal Oscillations of Indian Summer Monsoon

Bhattacharya, Anwesa January 2016 (has links) (PDF)
In this thesis, we have presented a systematic analysis of the change of cloud properties due to variation in aerosol concentration over Indian region using satellite observations, and Weather Research and Forecasting Model coupled with Chemistry (WRF-Chem) simulations. The Tropical Rainfall Measurement Mission (TRMM) based Microwave Imager (TMI) estimates (2A12) have been used to compare and contrast the characteristics of cloud liquid water and ice over the Indian land region and the surrounding oceans, during the pre-monsoon (May) and monsoon (June–September) seasons. Based on the spatial homogeneity of rainfall, we have selected five regions for our study (three over ocean, two over land). In general, we find that the mean cloud liquid water and cloud ice content of land and oceanic regions are different, with the ocean regions showing higher amount of CLW. A comparison across the ocean regions suggests that the cloud liquid water over the or graphically influenced Arabian Sea (close to the Indian west coast) behaves differently from the cloud liquid water over a trapped ocean (Bay of Bengal) or an open ocean (Equatorial Indian Ocean). Specifically, the Arabian Sea region shows higher liquid water for a lower range of rainfall, whereas the Bay of Bengal and the Equatorial Indian Ocean show higher liquid water for a higher range of rainfall. Apart from geographic differences, we also documented seasonal differences by comparing cloud liquid water profiles between monsoon and pre-monsoon periods, as well as between early and peak phases of the monsoon. We find that the cloud liquid water during the lean periods of rainfall (May or June) is higher than during the peak and late monsoon season (July-September) for raining clouds over central India. However, this is not true over the ocean. As active and break phases are important signatures of the monsoon progression, we also analyzed the differences in cloud liquid water during various phases of the monsoon, namely, active, break, active-to-break (a2b) and break-to-active (b2a) transition phases. We find that the cloud liquid water content during the b2a transition phase is significantly higher than that during the a2b transition phase over central India. We speculate that this could be attributed to higher amount of aerosol loading over this region during the break phase. We lend credence to this aerosol-liquid water/rain association by comparing the central Indian cloud liquid water with Southeast Asia (where the aerosol loading is significantly smaller) and find that in the latter region, there are no significant differences in cloud liquid water during the different phases of their monsoon. The second part of our study involves evaluating the ability of the Weather Research and Forecasting Model coupled with Chemistry (WRF-Chem) to simulate the observed variation of cloud liquid water and rain efficiency. We have used no chemistry option, and the model was run with constant aerosol concentration. The model simulations (at 4.5 km resolution) are done for the month of June–July 2004 since this period was particularly favorable for the study of an active–break cycle of the monsoon. We first evaluate the sensitivity of the model to different parameterizations (microphysical, boundary layer, land surface) on the simulation of rain over central India and Bay of Bengal. This is done to identify an “optimal” combination of parameterizations which reproduces the best correlation with observed rain over these regions. In this default configuration (control run), where the aerosol concentration is kept constant throughout the simulation period, the model is not able to reproduce the observed variations of cloud liquid water during the different phases of an active-break cycle. To this end, we proceeded to modify the model by developing an aerosol-rain relation, using Aerosol Robotic Network (AERONET) and TRMM 3B42 data that realistically captures the variation of aerosol with rain. It is worth highlighting here that our goal was to primarily isolate the indirect effect of aerosols in determining the observed changes in cloud liquid water (CLW) during the active-break phases of the Indian monsoon, without getting into the complexity of a full chemistry model such as that incorporated in WRF-Chem. Moreover, the proposed modification (modified run) is necessitated by the lack of realistic emission estimates over the Indian region as well as the presence of inherent biases in monsoon simulation in WRF. The main differences we find between the modified and control simulations is in the mean as well as spatial variability of CLW. We find that the proposed modification (i.e., rate of change of aerosol concentration as a function of rain rate) leads to a realistic variation in the CLW during the active-break cycle of Indian monsoon. Specifically, the peak value of CLW in the b2a (a2b) phase is larger (smaller) in the modified as compared to the control run. These results indicate a stronger change in CLW amount in the upper levels between the two transition phases in the modified scheme as compared to the control simulation. More significantly, we also observe a change in sign at the lower levels of the atmosphere, i.e., from a strong positive difference in the control run to a negative difference in the modified simulation, similar to that observed. Additionally, we investigated the impact of the proposed modification, via CLW changes, on cloud coverage, size of clouds and their spatial variability. We find that the transformation of optically thin clouds to thick clouds during the break phase was associated with larger cloud size in modified compared to the control simulation. Moreover, the higher rate of decay of the spatial variability of CLW with grid resolution, using the modified scheme, suggests that clusters of larger clouds are more in the modified compared to control simulation. Taken together, the interactive aerosol loading proposed in this thesis yields model simulations that better mimic the observed CLW variability between the transition phases.

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