Thesis (M.S.)--University of Wisconsin--Madison. / Typescript. eContent provider-neutral record in process. Description based on print version record. Includes bibliographical references (leaves 52-55).

Three-way median polish is used to model the monthly concentrations of three kinds of ions in precipitation, namely sulphate, nitrate and hydrogen ions. In contrast to previous findings that the wet acid deposition had decreased from late 70's to early 80's, the results suggest that there is a V-shaped trend for wet acid deposition during the period of 1980 -1986 with the change point around 1983. Strong seasonality is also discovered by the analysis. Nonparametric monotone trend tests are performed on the data collected from 1980 to 1986 and on the data collected from 1983 to 1986 separately. The results are consistent with the findings from the median polish approach. A nonparametric slope estimate of the trend is obtained for each monitoring station. Based on these estimates, the slope estimate is obtained by Kriging interpolation for each integer degree grid point of longitude and latitude across the 48 conterminous states in the United States. Also, a geographical pattern in the data is suggested by hierarchical clustering and by median polishing. / Science, Faculty of / Statistics, Department of / Graduate

<p> The theory of canonical correlation analysis has been combined with that of trend surface analysis in order to construct a multivariate trend surface which is called a canonical trend surface. </p> <p> A canonical trend surface is a parsimonious summarization of areal variations of a set of geological variates. This trend has a property of maximum correlation between variates and geographic coordinates. It does not show the absolute value of each variate, but it shows the nature of the variation of a linear combination of the variates. The Permian system in western Kansas and eastern Colorado was studied as a numerical example to illustrate the general procedures in solving practical problems and also to demonstrate the validity of this technique. By use of this type of trend it is possible to reveal the underlying pattern of geographic variation common to a set of variates. </p> <p> Other applications of canonical correlation analysis in geology have been explained with illustrative geological examples, namely: the relationships between two sets of variates, matching two factor patterns, Q-technique canonical correlation, and discriminatory analysis. </p> <p> Comparison of canonical correlation analysis and principal factor solution in factor analysis suggests that factor analysis may be more appropriate for suggesting interrelationships among variables, while canonical correlation analysis may be a suitable tool for prediction problems. </p> <p> FORTRAN IV programs for these computations are listed in appendices with instructions for using them. </p> / Thesis / Doctor of Philosophy (PhD)

Paleochannels are a major cause of roof failure in underground coal mines in southeastern Kentucky. Models that predict the location and geometry of paleochannels are essential to assist in mine planning and development. Data from approximately 506 coal exploration drill holes were subjected to second-order trend-surface analysis to identify stacking or offsetting relationships between sandstone bodies in adjacent stratigraphic intervals. The stacking of sandstone bodies within adjacent intervals suggests the presence of synsedimentary faulting. This model suggests that continued movement along the faults created topographic lows attracted paleodrainages and accommodated thick accumulations of sandstone in approximately the same areas through time. Trend-surface residuals analysis successfully located areas of potential synsedimentary faulting within the study area. An additional 7,189 elevation data points for the top of the Newman Limestone, interpreted from oil and gas records, were utilized to locate sub-Pennsylvanian System faults within the study area. The correlation between faults associated with the coal measures identified using second-order trend-surface analysis and faults affecting the Newman Limestone suggests Pennsylvanian synsedimentary faults were preceded by older Paleozoic fault movement. The greater availability of oil and gas subsurface data makes this relationship an important tool for predicting locations of fault-controlled coal measure paleochannels.

Thesis: M.S., Massachusetts Institute of Technology, Sloan School of Management, 1977 / Includes bibliographical references. / by Michael K. Martin. / M.S. / M.S. Massachusetts Institute of Technology, Sloan School of Management

Two measures of air temperature trends across southern Yukon and northern British Columbia were modelled based on measurements from 83 monitoring sites across seven areas, operating for up to 14 years. Both mean monthly air temperature (MMAT) and freezing and thawing degree days (FDD and TDD, respectively) were modelled across this area (59 °N to 64.5 °N) at elevations ranging from 330-1480 m asl. Lapse rates in this region show inversions in the winter months (November - March) varying in inversion strength and length in relation to degree of continentality. The spatial and elevation range of these sites allowed for regional lapse rate modelling at the monthly scale for MMAT and at the annual scale for FDD and TDD. Lapse rates below treeline were found to be correlated (p < 0.1) with degree of continentality in the colder months (November - April) and August. In these months, lapse rates were modelled using kriging trend surfaces. In months where degree of continentality was not found to have a significant impact on lapse rates (p > 0.1) (May - October, excluding August), an average lapse rate calculated from the seven study regions was used across the study region. A combination of lapse rate trend surfaces, elevation, and temperatures at sea level were used to model MMAT and F/TDD below treeline. A treeline trend surface was created using a 4th order polynomial, allowing for temperatures at treeline to be determined. MMAT and F/TDD above treeline were calculated using a constant lapse rate of -6 °C/km, elevation, and temperature at treeline. The above and below treeline models were combined to create continuous models of MMAT and F/TDD. Modelled MMAT showed a high degree of homogeneity across the study region in warmer months. Inversions in lapse rates are evident in the colder months, especially December through February, when colder temperatures are easily identified in valley bottoms, increasing to treeline, and decreasing above treeline. Modelled MMAT values were validated using 20 sites across the study region, using both Environment and Climate Change Canada and University of Ottawa sites. The RMSE between modelled and observed MMAT was highest in January (4.4 °C) and lowest in June (0.7 °C). Sites below treeline showed a stronger relationship between modelled and observed values than sites above treeline. Edge effects of the model were evident in the northeast of the study region as well as in the ice fields in the southwest along the Alaska border. The new MMAT maps can be used to help understand species range change, underlying permafrost conditions, and climate patterns over time. FDD values were found to be highly influenced by both degree of continentality as well as latitude, whereas TDD values were mainly dependent on elevation, with degree of continentality and latitude being lesser influences. FDD and TDD were validated using the same 20 sites across the study region, with FDD showing a larger RMSE (368 degree days) between modelled and observed values than TDD (150 degree days). TDD modelling performed better on average, with a lower average absolute difference (254 degree days) between modelled and observed values at the validation sites than FDD modelling (947 degree days). The models of FDD and TDD represent a component of temperature at top of permafrost (TTOP) modelling for future studies. Two mean annual air temperature (MAAT) maps were created, one calculated from the MMAT models, and the other from the F/TDD models. Most of the study region showed negative MAAT, mainly between -6 °C and 0 °C for both methods. The average MAAT calculated from FDD and TDD values was -2.4 ºC, whereas the average MAAT calculated from MMAT values was -2.8 ºC. Models of MAAT were found to be slightly warmer than in previous studies, potentially indicating warming temperature trends.

Η παρούσα εργασία μελετά τις περιβαλλοντικές και γεωλογικές παραμέτρους στη θέση κατασκευής του νέου λιμένα της πόλης του Αιγίου. Για την μελέτη αυτή, σημαντικό ρόλο έπαιξε η χρήση των Γεωγραφικών Συστημάτων Πληροφοριών (GIS) και ειδικότερα του προγράμματος ArcGIS έκδοση 9, με το οποίο αναλύθηκαν και εκτιμήθηκαν οι διάφορες παράμετροι που επιλέχθησαν, αυξάνοντας έτσι την αποτελεσματικότητα των μεθοδολογιών και συγκροτώντας ταυτόχρονα μία πολύτιμη τράπεζα δεδομένων για τη θαλάσσια περιοχή κατασκευής του λιμένα. Παρουσιάζονται δηλαδή τα αποτελέσματα μιας θαλάσσιας γεωφυσικής έρευνας που έλαβε χώρα στην παράκτια ζώνη του Αιγίου. Ο σκοπός της είναι διττός καθώς επιχειρείται να δοθούν λύσεις και απαντήσεις σε δύο σημαντικά ερωτήματα: α) στον εντοπισμό των επικινδυνοτήτων της περιοχής και β) στην ποσοτική ανάλυση των γεωφυσικών μεθόδων. Το μέγεθος της εργασίας εκτείνεται σε τέσσερα κεφάλαια στα οποία περιγράφονται αναλυτικά η όλη διαδικασία που ακολουθήθηκε καθώς και τα αποτελέσματα και συμπεράσματα που προέκυψαν για τον πυθμένα του λιμένα, από τις μετρήσεις και αναλύσεις που έγιναν μέσω των τομογραφιών. Πρέπει να τονιστεί ότι αφετηρία για τις οποιεσδήποτε μελέτες έγιναν, αποτέλεσαν οι αρχικοί χάρτες του προγράμματος Autocad καθώς και οι τομογραφίες που είχαν ληφθεί από τον τομογράφο υποδομής πυθμένα 3.5KHz. Έτσι στο πρώτο κεφάλαιο, γίνεται μία περιγραφή των γεωφυσικών μεθόδων που χρησιμοποιούνται για την κατασκευή θαλάσσιων τεχνικών έργων. Επίσης γίνεται αναφορά στις γεωλογικές και ανθρωπογενείς επικινδυνότητες από τις οποίες επηρεάζεται ο πυθμένας και οι οποίες μπορεί να προκαλέσουν βλάβες στα τεχνικά έργα μέσω των φορτίων που εξασκούν σε αυτά. Στο κεφάλαιο αυτό αναφέρονται και τα όργανα που χρησιμοποιούνται για την εφαρμογή των μεθόδων αυτών, όπως είναι οι τομογράφοι, οι ηχοβολιστές πλευρικής σάρωσης και τα κατευθυνόμενα βαθυσκάφη. Το δεύτερο κεφάλαιο της διπλωματικής εργασίας αναφέρεται στη θέση που βρίσκεται η περιοχή που μελετάται και στα γεωλογικά φαινόμενα που χαρακτηρίζουν αυτή. Το τρίτο κεφάλαιο αφορά στις μεθοδολογικές προσεγγίσεις που εφαρμόστηκαν για α) την αποτύπωση της βυθομετρίας και της μορφολογίας του πυθμένα, β) τον προσδιορισμό της υποδομής και του πάχους των σύγχρονων επιφανειακών ιζημάτων, γ) τον υπολογισμό της κλίσης των υποεπιφανειακών στρωμάτων και δ) τον εντοπισμό πιθανών γεωλογικών επικινδυνοτήτων, όπως ρηγμάτων, κατολισθητικών φαινόμενων και αέριων υδρογονανθράκων στου πόρους των ιζημάτων. Επίσης αναφέρεται το μεθοδολογικό σχήμα ανάλυσης και επεξεργασίας των αναλογικών καταγραφών με βάση την ποσοτικοποίηση των αναλογικών καταγραφών του τομογράφου υποδομής πυθμένα και την εφαρμογή της πολυδιάστατης στατιστικής ανάλυση όπως της Παραγοντικής Ανάλυσης (Factor Anlysis) και της ανάλυσης Επιφανειών Τάσης (Trend Surface Analysis). Τέλος, το τέταρτο και τελευταίο κεφάλαιο της εργασίας αυτής, αφορά τα αποτελέσματα και τα συμπεράσματα που προέκυψαν από τις παραπάνω αναλύσεις. Λαμβάνοντας υπόψη τις επιφανειακές κατανομές της βυθομετρίας τόσο του πυθμένα και των υποεπιφανειακών οριζόντων όσο και των άλλων παραμέτρων που μετρήθηκαν, αλλά και τα αποτελέσματα της παραγοντικής ανάλυσης, επιχειρείται η εξαγωγή συμπερασμάτων για την κατανόηση των όσων αναφέρθηκαν και μετρήθηκαν στην εργασία αυτή. / The present master thesis examines the environmental and geologic parameters of the new harbour site in the city of Aegio. In this research the Geographic Information Systems (GIS) played a major role and more specifically the software ArcGIS version 9, which was used to analyze and evaluate the various parameters, increasing thus the methodology effectiveness and at the same time creating a valuable data bank concerning the sea area of the harbour site. In the research below are presented the results of a marine geophysical survey that took place in the coastal region of Aegio. The object of this survey is double, as it attempts to provide answers and solutions to two substantial questions: a) the localization of the areas risks and b) the quantitative analysis of the geophysical techniques. The research is extended in four chapters, in which it is detailed the whole process followed as well as the results and the conclusions arising from the seafloor of the harbour, from the measurements and the analysis done through the tomographies. We should point out that the starting point of our research were the original maps of the Autocad as well as the tomographies taken from the subbottom profiler 3.5 KHz In the first chapter, we describe the geophysical techniques used for the construction of the sea technical works. It is also mentioned the geologic and anthropogenic risk which affects the seafloor and could damage the works due to the pressure put on them. There are also mentioned the instruments used for the implementation of these techniques, such as the subbottom profilers, side scan sonars and the bathyscaphes. The second chapter is dedicated to the location of the region and its typical geologic phenomena. The third chapter is about the methods we implemented for: a) the plotting of the seafloor bathymetry and morphology, b) the definition of the substructure and the thickness of the contemporary superficial sediments, c) the estimation of the gradient of the sub-superficial beds and d) the detection of possible geological risks, such as faultings, landslides and hydrocarbon gases in the sediments pores. It is also mentioned the methodological plan used for the analysis and the processing of the analogue recordings on the basis of the quantification of the subbottom profilers analogue recordings and the application of the multidimensional statistical analysis, such as the Factor Analysis and the Trend Surface Analysis . Finally in the fourth chapter of this master thesis are included the results and the conclusions that arose from the aforementioned analysis. Taking into account the superficial distribution of the bathymetry of the seafloor and of the sub-superficial horizons as well as of the other parameters counted, but also the results of the factor analysis, we attempted to arrive at a conclusion in order to make more intelligible what has been mentioned in this master thesis.