GE 202: PRINCIPLES OF REMOTE SENSING
Physical and mathematical principles of data extraction and analysis involving remotely- sensed visible, infrared, thermal and radar imagery. Introduction to image processing.
Prerequisite: Consent of instructor
Credit: 3 units (2 hrs lect., 3 hrs lab.)

GE 203: PRINCIPLES OF GEOGRAPHIC INFORMATION SYSTEMS
Use of analogue and digital techniques in spatial information collection, storage and analysis. Various geographic information systems. Map projection and registration of data sets.
Prerequisite: Consent of instructor
Credit: 3 units (2 hrs lect., 3 hrs lab.)

GE 204: APPLIED RESOURCE INFORMATION SYSTEMS
Theory of resource information systems in resource management. Application in mapping, monitoring and prediction of various resources.
Prerequisite: GE 202 and 203 or equivalent
Credit: 3 units (2 hrs lect., 3 hrs lab.)

GE 205: COMPUTING TECHNIQUES IN REMOTE SENSING
Nature of digital image and other geographic data. Computer systems used in reading, analyzing and displaying these data. Numerical and statistical techniques. Spatial data analysis.
Prerequisite: Consent of instructor
Credit: 3 units (2 hrs lect., 3 hrs lab.)

GE 212: REMOTE SENSING SYSTEMS
Theory, construction and operation of remote sensing data acquisition systems and other instrumentation.
Prerequisite: GE 202 or equivalent
Credit: 3 units (2 hrs lect.,3 hrs lab.)

GE 213: ADVANCED GEOGRAPHIC INFORMATION SYSTEMS
Theory and application of advanced techniques in resource estimation, prediction and evaluation using Geographic Information Systems. Design of geographic Information Systems.
Prerequisite: GE 203 or equivalent
Credit: 3 units (2 hrs lect., 3 hrs lab.)

GE 214: APPLIED IMAGE PROCESSING
Theory and application of image processing technique and computer modelling of environmental processes related to remotely-sensed data.
Prerequisite: GE 202 or equivalent
Credit: 3 units (2 hrs lect., 3 hrs lab.)

GE 215: FIELD TECHNIQUES IN RESOURCE INFORMATION SYSTEMS
Field techniques for analysis, modelling and accuracy assessment in remote sensing and geographic information systems. Application in resource mapping, monitoring and prediction.
Prerequisite: Consent of instructor
Credit: 3 units (1 hr lect., 6 hrs lab.)

GE 218: RADAR REMOTE SENSING
Theory and application of radar image data in resource mapping, monitoring and prediction.
Prerequisite: GE 202
Credit: 3 units (2 hrs lect., 3 hrs lab.)

GE 290: SPECIAL PROJECT
A research or application-oriented project on resource development, utilization or management to be undertaken individually by the student.
Prerequisite: GE 202, 203 and 215
Credit: 3 units

GE 300: MASTER'S THESIS
Prerequisite: GE 202, 203 and 215 or their equivalent
Credit: 6 units

STAT 276: STATISTICS FOR GEOGRAPHIC INFORMATION SYSTEMS
Components of a geographical information system, data structures and elements of spatial modeling; exploratory spatial data analysis; quadrat analysis, tesselations and spatial autocorrelation; spatial modeling and prediction; some sampling theory; applications.
Pre-requisite: Consent of Instructor
Credit: 3 units

STAT 277: STATISTICS FOR IMAGE ANALYSIS
Radiometric enhancement techniques; geometric enhancement using image domain techniques; multispectral transformation of data; supervised classification techniques; clustering and unsupervised classification; applications.
Pre-requisite: Consent of Instructor
Credit: 3 units


SOME COURSES WHICH CAN BE AVAILED OF FROM THE VARIOUS DEPARTMENTS AND OTHER UNITS OF THE UNIVERSITY

Arch 207 Computer Aided Design
Arch 251 Computer Applications in Landscape Technology

Egy 201 Energy Resources and Uses

EnE 210 Water Quality Control and Management
EnE 211 Environmental Engineering Biology
EnE 212 Wastewater disposal and treatment
EnE 250 Air Pollution
EnE 280 Environmental Impact Assessment
EnE 298 Emerging Environmental Engineering Concerns

CE 212 Applied Hydrology
CE 213 Advanced Hydrology
CE 215 Water Resources Planning
CE 218 Operations Research in Water Resources
CE 220 Soil Erosion and Sedimentation
CE 243 Highway Engineering
CE 261 Soil and Rock Mechanics

EE 264 Computer Organization
EE 265 Advanced Computer Organization
EE 274 Digital Signal Processing
EE 277 Coding and Information Theory

IE 221 Project Development and Evaluation
IE 251 Engineering Economic Analysis
IE 253 Information Systems I

Bio 222 Plant-Water Relations
Bio 260 Advanced Ecology
Bio 262 Fresh Water Ecology
Bio 263 Terrestrial Ecology
Bio 265 Methods and Principles of Phytogeography

GE 205 Computing Techniques in Remote Sensing
GE 212 Remote Sensing Systems
GE 215 Field Techniques in Resource Information Systems
GE 218 Radar Remote Sensing

Geol 213 Photogeology and Remote Sensing
Geol 274 Environmental Geology
Geol 274 Mineral Resource Economics
Geol 278 Quantitative Methods Applied to Exploration
Geol 297 Special Topics

MS 210 Physical Oceanography
MS 212 Dynamics of the Oceans I
MS 213 Dynamics of the Oceans II
MS 214 Waves and Tides
MS 215 Air-Sea Interaction
MS 216 Numerical Ocean Modelling
MS 220 Chemical Oceanography
MS 226 Marine Pollution Chemistry
MS 230 Biological Oceanography
MS 240 Geological Oceanography
MS 250 Marine Ecology
MS 266 Seagrasses and Mangroves
MS 280 Management of Marine Resources

PA 224 Human Behavior in Organization
PA 227 Human Resources Development
PA 241 Public Policy and Program Administration
PA 242.1 Methods in Policy Analysis I
PA 242.2 Methods in Policy Analysis II

Planning 202 Human Settlement Development
Planning 203 Land Use Planning
Planning 222 Resource Use and Development
Planning 210 Urban Land Use Planning

Statistics 280 Special Fields of Statistics

Geography 241 Applied Geography I
Geography 242 Applied Geography II
Geography 291 Geographic Aspects of Philippine Economic Development



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