TY - JOUR A1 - Vogel, Sebastian A1 - Maerker, Michael A1 - Esposito, Domenico A1 - Seiler, Florian T1 - The Ancient Rural Settlement Structure in the Hinterland of Pompeii Inferred from Spatial Analysis and Predictive Modeling of Villae Rusticae JF - Geoarchaeology : an international journal N2 - Pompeii, buried by the explosive A. D. 79 eruption of Somma-Vesuvius, is one of the most studied ancient cities in the Roman world. However, until very recently, the rural settlement in its hinterland had been largely ignored by systematic archaeological research. The ancient landscape around Pompeii consisted of a dense network of Roman farms (villae rusticae). They are believed to have played a vital role in ancient rural life and economy and thus represented the interactive rural-urban relationship in the Sarno River plain. The systematic investigation of published work combined with new fieldwork has yielded a data set of 140 villae rusticae in the Sarno River plain. Geographic information system based spatial statistics as well as predictive modeling were applied to gain a more detailed understanding of the ancient rural settlement structure in relation to the underlying paleoenvironmental and socioeconomic conditions. A high-resolution pre-A. D. 79 paleolandscape model of the Sarno River plain was utilized. The aim of this paper is to address theoretical considerations, the methodological implementation, and the archaeological discussion of the analysis of the ancient rural settlements and agriculture around Pompeii. (C) 2016 Wiley Periodicals, Inc. Y1 - 2016 U6 - https://doi.org/10.1002/gea.21560 SN - 0883-6353 SN - 1520-6548 VL - 31 SP - 121 EP - 139 PB - Wiley-Blackwell CY - Hoboken ER - TY - JOUR A1 - Soto Baeuerle, María Victoria A1 - Arriagada González, Joselyn A1 - Castro Correa, Carmen Paz A1 - Maerker, Michael A1 - Rodolfi, Giuliano T1 - Aspectos geodinámicos de un paleoestuario del desierto marginal de Chile : Río Copiapó N2 - In this investigation we analyze the evolution of forms that constitute the Copiapo River estuarine system during the past 30 years. Through photo interpretation and field work is possible to realize that during the period, the essential forms of the estuary haven't manifest significant changes, on the other hand, estuarine complex such as the estuarine lagoon, sandy beach and dunes have presented modifications. The most significant morphological elements in order to understand these phenomena of changes have been the dynamics of waves and their spatial correlation with the width of the surf zone and dune continuum. The basic shapes present stabilization in their dynamic, which allows us to consider the estuarine system of Copiapo, a paleoestuario. Y1 - 2010 UR - http://www.scielo.cl/scielo.php?script=sci_serial&pid=0718-3402&lng=en&nrm=iso U6 - https://doi.org/10.4067/S0718-34022010000200007 SN - 0379-8682 ER - TY - JOUR A1 - Soto Baeuerle, Maria Victoria A1 - Arriagada Gonzalez, Joselyn A1 - Castro Correa, Carmen Paz A1 - Maerker, Michael A1 - Rodolfi, Giuliano T1 - Relationship between the change in land use in the Aconcagua basin and its correlative sandy coastal. Central Chile JF - Revista de geografía Norte Grande N2 - In the Aconcagua basin the modernization and intensification of land use have resulted both in an agricultural conversion, and the increase in area cultivated. This process has been very intense as far that have entered new areas beyond the limits of the valley and towards sloping ground. This signals changes in land use over the vegetation coverage models. The analysis of the geomorphology of the coastline in detail, accounts for the occurrence of transformations on the beach and dunes that are spatially less significant, but evolutionarily important, since they show a sediment feeding, which could be correlated with changes in vegetation cover in the basin KW - Land use change KW - sediment input KW - coastal sand dunes Y1 - 2011 SN - 0718-3402 IS - 50 SP - 187 EP - 202 PB - Instituto de Geografía, Pontificia Universidad Católica de Chile CY - Santiago ER - TY - JOUR A1 - Maerker, Michael A1 - Pelacani, Samanta A1 - Schroeder, Boris T1 - A functional entity approach to predict soil erosion processes in a small Plio-Pleistocene Mediterranean catchment in Northern Chianti, Italy JF - Geomorphology : an international journal on pure and applied geomorphology N2 - In this paper we evaluate different methods to predict soil erosion processes. We derived different layers of predictor variables for the study area in the Northern Chianti, Italy, describing the soil-lithologic complex, land use, and topographic characteristics. For a subcatchment of the Orme River, we mapped erosion processes by interpreting aerial photographs and field observations. These were classified as erosional response units (ERU), i.e. spatial areas of homogeneous erosion processes. The ERU were used as the response variable in the soil erosion modelling process. We applied two models i) bootstrap aggregation (Random Forest: RF), and ii) stochastic gradient boosting (TreeNet: TN) to predict the potential spatial distribution of erosion processes for the entire Orme River catchment. The models are statistically evaluated using training data and a set of performance parameters such as the area under the receiver operating characteristic curve (AUC), Cohen's Kappa, and pseudo R2. Variable importance and response curves provide further insight into controlling factors of erosion. Both models provided good performance in terms of classification and calibration; however, TN outperformed RF. Similar classes such as active and inactive landslides can be discriminated and well interpreted by considering response curves and relative variable importance. The spatial distribution of the predicted erosion susceptibilities generally follows topographic constraints and is similar for both models. Hence, the model-based delineation of ERU on the basis of soil and terrain information is a valuable tool in geomorphology; it provides insights into factors controlling erosion processes and may allow the extrapolation and prediction of erosion processes in unsurveyed areas. KW - Erosion processes KW - Boostrap aggregation KW - Stochastic gradient boosting KW - Spatially explicit prediction KW - Tuscany KW - Italy Y1 - 2011 U6 - https://doi.org/10.1016/j.geomorph.2010.10.022 SN - 0169-555X VL - 125 IS - 4 SP - 530 EP - 540 PB - Elsevier CY - Amsterdam ER -