2,625 research outputs found
Application of High Density Resistivity Method in Karst Exploration: A Case Study
During engineering and construction activities, water and mud burst, house and ground collapse, as well as other hazards often occur in places where karst develops, which can seriously threaten the safety of people\u27s life and property and limit the development of local society and economy. Therefore, it is a meaningful work to figure out the locations of karst development so that corresponding prevention measures could be taken in advance. In this study, a case was introduced by using high density resistivity method to study the karst ground collapse. The geological characteristics, distribution law and control factors of karst ground collapse were clarified through high density resistivity method. Based on the results, the development trend was predicted, and the corresponding treatment measures and suggestions were proposed. The results show that 2 karst developing belts and 3 karst seriously-developed centers were delineated in the study region, which indicates that the high density resistivity method can effectively identify abnormal underground areas in the study region. The results shown in this research would provide the whole site for future drilling and the useful experience for underground karst exploration in similar areas
Workshop on Advanced Technologies for Planetary Instruments, part 1
This meeting was conceived in response to new challenges facing NASA's robotic solar system exploration program. This volume contains papers presented at the Workshop on Advanced Technologies for Planetary Instruments on 28-30 Apr. 1993. This meeting was conceived in response to new challenges facing NASA's robotic solar system exploration program. Over the past several years, SDIO has sponsored a significant technology development program aimed, in part, at the production of instruments with these characteristics. This workshop provided an opportunity for specialists from the planetary science and DoD communities to establish contacts, to explore common technical ground in an open forum, and more specifically, to discuss the applicability of SDIO's technology base to planetary science instruments
The Second Conference on Lunar Bases and Space Activities of the 21st Century, volume 1
These papers comprise a peer-review selection of presentations by authors from NASA, LPI industry, and academia at the Second Conference (April 1988) on Lunar Bases and Space Activities of the 21st Century, sponsored by the NASA Office of Exploration and the Lunar Planetary Institute. These papers go into more technical depth than did those published from the first NASA-sponsored symposium on the topic, held in 1984. Session topics covered by this volume include (1) design and operation of transportation systems to, in orbit around, and on the Moon, (2) lunar base site selection, (3) design, architecture, construction, and operation of lunar bases and human habitats, and (4) lunar-based scientific research and experimentation in astronomy, exobiology, and lunar geology
Application of Remote Sensing to the Chesapeake Bay Region. Volume 2: Proceedings
A conference was held on the application of remote sensing to the Chesapeake Bay region. Copies of the papers, resource contributions, panel discussions, and reports of the working groups are presented
A review of marine geomorphometry, the quantitative study of the seafloor
Geomorphometry, the science of quantitative terrain characterization, has traditionally focused on the investigation of terrestrial landscapes. However, the dramatic increase in the availability of digital bathymetric data and the
increasing ease by which geomorphometry can be investigated using geographic information systems (GISs) and spatial analysis software has prompted interest in employing geomorphometric techniques to investigate the marine environment. Over the last decade or so, a multitude of geomorphometric techniques (e.g. terrain attributes, feature extraction,
automated classification) have been applied to characterize
seabed terrain from the coastal zone to the deep sea. Geomorphometric techniques are, however, not as varied, nor as
extensively applied, in marine as they are in terrestrial environments. This is at least partly due to difficulties associated with capturing, classifying, and validating terrain characteristics underwater. There is, nevertheless, much common
ground between terrestrial and marine geomorphometry applications and it is important that, in developing marine geomorphometry, we learn from experiences in terrestrial studies. However, not all terrestrial solutions can be adopted by
marine geomorphometric studies since the dynamic, four-dimensional (4-D) nature of the marine environment causes
its own issues throughout the geomorphometry workflow.
For instance, issues with underwater positioning, variations
in sound velocity in the water column affecting acousticbased mapping, and our inability to directly observe and
measure depth and morphological features on the seafloor
are all issues specific to the application of geomorphometry in the marine environment. Such issues fuel the need for
a dedicated scientific effort in marine geomorphometry.
This review aims to highlight the relatively recent growth
of marine geomorphometry as a distinct discipline, and offers
the first comprehensive overview of marine geomorphometry
to date. We address all the five main steps of geomorphometry, from data collection to the application of terrain attributes
and features. We focus on how these steps are relevant to marine geomorphometry and also highlight differences and similarities from terrestrial geomorphometry. We conclude with
recommendations and reflections on the future of marine geomorphometry. To ensure that geomorphometry is used and
developed to its full potential, there is a need to increase
awareness of (1) marine geomorphometry amongst scientists already engaged in terrestrial geomorphometry, and of
(2) geomorphometry as a science amongst marine scientists
with a wide range of backgrounds and experiences.peer-reviewe
Bayesian seismic tomography based on velocity-space Stein variational gradient descent for physics-informed neural network
In this study, we propose a Bayesian seismic tomography inference method
using physics-informed neural networks (PINN). PINN represents a recent advance
in deep learning, offering the possibility to enhance physics-based simulations
and inverse analyses. PINN-based deterministic seismic tomography uses two
separate neural networks (NNs) to predict seismic velocity and travel time.
Naive Bayesian NN (BNN) approaches are unable to handle the high-dimensional
spaces spanned by the weight parameters of these two NNs. Hence, we reformulate
the problem to perform the Bayesian estimation exclusively on the NN predicting
seismic velocity, while the NN predicting travel time is used only for
deterministic travel time calculations, with the help of the adjoint method.
Furthermore, we perform BNN by introducing a function-space Stein variational
gradient descent (SVGD), which performs particle-based variational inference in
the space of the function predicted by the NN (i.e., seismic velocity), instead
of in the traditional weight space. The result is a velocity-space SVGD for the
PINN-based seismic tomography model (vSVGD-PINN-ST) that decreases the
complexity of the problem thus enabling a more accurate and physically
consistent Bayesian estimation, as confirmed by synthetic tests in one- and
two-dimensional tomographic problem settings. The method allows PINN to be
applied to Bayesian seismic tomography practically for the first time. Not only
that, it can be a powerful tool not only for geophysical but also for general
PINN-based Bayesian estimation problems associated with compatible NNs
formulations and similar, or reduced, complexity
Characterising the ocean frontier : a review of marine geomorphometry
Geomorphometry, the science that quantitatively describes terrains, has traditionally focused on the investigation
of terrestrial landscapes. However, the dramatic increase in the availability of digital bathymetric data and the increasing
ease by which geomorphometry can be investigated using Geographic Information Systems (GIS) has prompted interest in
employing geomorphometric techniques to investigate the marine environment. Over the last decade, a suite of
geomorphometric techniques have been applied (e.g. terrain attributes, feature extraction, automated classification) to investigate the characterisation of seabed terrain from the coastal zone to the deep sea. Geomorphometric techniques are,
however, not as varied, nor as extensively applied, in marine as they are in terrestrial environments. This is at least partly due
to difficulties associated with capturing, classifying, and validating terrain characteristics underwater. There is nevertheless
much common ground between terrestrial and marine geomorphology applications and it is important that, in developing the
science and application of marine geomorphometry, we build on the lessons learned from terrestrial studies. We note, however, that not all terrestrial solutions can be adopted by marine geomorphometric studies since the dynamic, four-
dimensional nature of the marine environment causes its own issues, boosting the need for a dedicated scientific effort in
marine geomorphometry.
This contribution offers the first comprehensive review of marine geomorphometry to date. It addresses all the five main
steps of geomorphometry, from data collection to the application of terrain attributes and features. We focus on how these steps are relevant to marine geomorphometry and also highlight differences from terrestrial geomorphometry. We conclude
with recommendations and reflections on the future of marine geomorphometry.peer-reviewe
Urban Geology for the Enhancement of the Hypogean Geosites: the Perugia Underground (Central Italy)
AbstractUrban geology analyses natural risks and promotes geoheritage in urban areas. In the cities, characterized by a high cultural value, the hypogean artificial cavities, often present in the downtown, offer a unique opportunity to show the geological substratum. Moreover, these places could be a point of interest in urban trekking with the abiotic component of the landscape as a topic (geotourism). To investigate these areas, rigorous bibliographic research and a geomorphological assessment are the first steps, but, besides, non-invasive methods are new techniques increasingly in demand. In this paper, we present a multidisciplinary study on the Etruscan Well (third century B.C.), one of the most important Etruscan artefacts in Perugia (Umbria region, Central Italy). The characteristics of the sedimentary deposits outcropping along the perimeter walls have been collected. Moreover, to show the underground geoheritage, we provide a 3D model of the well and the surrounding area integrating a georeferenced laser scanner survey with ground-penetrating radar prospecting. We aim to obtain a tridimensional mapping of accessible internal rooms to depict the geological characteristics of the Etruscan Well, also revealing a surrounding network of buried galleries. The results are not only a meaningful advancement in the archaeological, geological and historical knowledge of the downtown of Perugia but are a hint for the geoheritage promotion and dissemination, providing images and 3D reconstruction of underground areas
Past, Present and Future of a Habitable Earth
This perspective of this book views Earth's various layers as a whole system, and tries to understand how to achieve harmony and sustainable development between human society and nature, with the theme of " habitability of the Earth." This book is one effort at providing an overview of some of the recent exciting advances Chinese geoscientists have made. It is the concerted team effort of a group of researchers from diverse backgrounds to generalize their vision for Earth science in the next 10 years. The book is intended for scholars, administrators of the Science and Technology policy department, and science research funding agencies. This is an open access book
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