000			01079nam a2200181Ia 4500
008			240308s9999 xx 000 0 und d
082			_aMG TH-0257 _bSRI
100			_aSriram, Vemuri Venkata (PGE21355) _994190
245		0	_aModelling glacial retreat with machine learning techniques (Softcopy is also available)
260			_c2023
300			_axx,35p.
505			_aTABLE OF CONTENTS 1.2. Remote Sensing and Glaciers 2 1.3. Factors affecting Glaciers 3 1.4 GeoAI 4 2. LITERATURE REVIEW 5 3. WORK OUTLINE 9 3.1 Aim 9 3.2 Objectives 9 3.3 Study Region and Data used 9 3.4 Parameter Influence 11 3.5 Time Series Analysis 12 4. METHODOLOGY 15 4.1 Feedforward ANN 15 4.2 RNN 16 4.3 LSTM 17 5. RESULTS AND ANALYSIS 19 5.1 Model Evaluations 19 5.2 RNN Validation 21 6. GLACIAL BOUNDARY DELINEATION 23 5. CONCLUSIONS AND SOCIETAL USABILITY 27 REFERENCES 29
700			_aGharekhan, Dhwanilnath (Guide) _994191
890			_aIndia
891			_a2021 Batch
891			_aFT-PG
891			_aM.Sc. Geomatics
999			_c71744 _d71744