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DROUGHT FORECASTING BASED ON MACHINE LEARNING OF REMOTE SENSING AND LONG-RANGE FORECAST DATA
Drought Forecasting Machine learning Long-range forecast Remote sensing data
2016/11/30
The reduction of drought impacts may be achieved through sustainable drought management and proactive measures against drought disaster. Accurate and timely provision of drought information is essenti...
DETECTION OF HARBOURS FROM HIGH RESOLUTION REMOTE SENSING IMAGERY VIA SALIENCY ANALYSIS AND FEATURE LEARNING
Harbours Saliency Analysis Feature Learning Fuzzy C-mean Scale-Invariant Feature Transform (SIFT)
2016/11/23
Harbours are very important objects in civil and military fields. To detect them from high resolution remote sensing imagery is important in various fields and also a challenging task. Traditional met...
BENCHMARK OF MACHINE LEARNING METHODS FOR CLASSIFICATION OF A SENTINEL-2 IMAGE
Machine learning Sentinel-2 Remote sensing Neural nets Agriculture Land cover Classification
2016/11/23
Thanks to mainly ESA and USGS, a large bulk of free images of the Earth is readily available nowadays. One of the main goals of remote sensing is to label images according to a set of semantic categor...
MACHINE LEARNING BASED ROAD DETECTION FROM HIGH RESOLUTION IMAGERY
Road Extraction Machine Learning Image Segmentation ROIs Geometric Statistics Analysis Road Feature
2016/7/28
At present, remote sensing technology is the best weapon to get information from the earth surface, and it is very useful in geo- information updating and related applications. Extracting road from re...
LEARNING MODULES–A WAY TO INTEGRATE REMOTE SENSING METHODS IN SCHOOL EDUCATION
Digital and interactive learning modules remote sensing school education problem-oriented learning
2016/1/29
Despite political demands for a more intensive development of the subject of remote sensing in school lessons, it still plays an inferior role. It appears that many of the software solutions created e...
GIS-RELATED WEB ENGINEERING AS TOPIC AND TOOL IN E-LEARNING
e-learning geoinformatics web engineering web services earth viewers AJAX SVG
2016/1/29
In the last few years, map viewers like Google Maps, Microsoft Live Search Maps and Open Street Map as well as virtual earth viewers like Google Earth and Microsoft Virtual Earth had an important impa...
E-LEARNING IN HIGHER EDUCATION INSTITUTIONS:ACCEPTANCE AMONGST STUDENTS AND STAFF
e-learning surveying education training
2016/1/29
This paper presents an investigation into the approval of e-learning tools and applications in higher education institutions. The developments of e-learning tools are still very time-consuming and req...
NEW E-LEARNING TOOLS AND THEIR USEFULNESS IN TEACHING PHOTOGRAMMETRY
E-learning Virtual worlds Pedagogy
2016/1/29
Especially various social medias, virtual worlds and mirror worlds, are presented as concepts. They are evaluated based on different viewpoints. For example, the usefulness of the media in teaching ph...
VISUALISATION OF HYDROLOGICAL PROCESSES WITH GEOVLEX:INTRODUCTION OF AN INTEGRATED METHODICAL-TECHNICAL ONLINE LEARNING APPROACH
e-learning geovisualisation geosciences hydrology GEOVLEX models
2016/1/29
Geosciences deal with complex, interdependent landscape processes, of which hydrological processes are an important example. Understanding such processes in time and space is crucial in geoscientific ...
EXAMINING MULTIPLE TECHNOLOGIES FOR WEB-BASED TEACHING, LEARNING AND IMAGE ACCESS
Distance Education Remote Sensing Internet/Web e-Learning Teaching Imagery Multimedia Web Based, Real-time
2015/12/22
The advent of Internet-based learning management systems [LMS] has greatly simplified the staging of teaching and learning activities to the World Wide Web [WWW]. The increased access to and utilizati...
USING STANDARDS AND WEB 2.0 TECHNOLOGIES FOR E-LEARNING MODULES-JOINT DEVELOPMENT OF AN EUROSDR COURSE ON CITYGML
Education Learning Teaching Web-based Standards CityGML
2015/12/22
E-learning in Europe has gained a sustainable impulse with the Bologna process, an agreement aiming at making academic degrees and quality assurance standards more comparable and compatible throughout...
CREATING,HANDLING AND IMPLEMENTING E-LEARNING COURSES AND CONTENT USING THE OPEN SOURCE TOOLS OLAT AND ELML AT THE UNIVERSITY OF ZURICH
Internet/Web Education Learning Teaching Open Systems Platforms Software Content-based
2015/12/22
This paper presents two open source e-learning tools developed at the University of Zurich: eLML (eLesson Markup Language), an XML framework allowing authors of e-learning lessons to create structured...
THE PRODUCTION OF HIGH-QUALITY VIDEO FOR E-LEARNING
Video Production GNSS Education Spatial Information Sciences
2015/12/22
As video capture, editing and transmission capabilities become more accessible, video is increasingly being considered when developing e-learning content. However, the skills required for video produc...
TRANSFER LEARNING BASED ON LOGISTIC REGRESSION
Transfer Learning Domain Adaptation Logistic Regression Machine Learning Knowledge Transfer Remote Sensing
2015/9/21
In this paper we address the problem of classification of remote sensing images in the framework of transfer learning with a focus on domain adaptation. The main novel contribution is a method for tra...
CONCEPT FOR A COMPOUND ANALYSIS IN ACTIVE LEARNING FOR REMOTE SENSING
Analysis Active Learning Remote Sensing Framework Usability
2015/4/1
Active learning reduces training costs for supervised classification by acquiring ground truth data only for the most useful samples. We present a new concept for the analysis of active learning techn...