Contents & References of Revealing climatic fluctuations with emphasis on minimum temperature parameters and freezing days
List:
Title
Chapter 1
Research overview
1-1 - Introduction.. 2
1-2 - Statement of the problem.. 5
1-3 - Importance and research necessity.. 7
1- 4 - Research objectives.. 7
1-5 - Research questions.. 9
1-6 - Research assumptions.. 9
Chapter II
Theoretical foundations and research background
1-2- Theoretical foundations of research.. 12
2-1-1- Metadata.. 12
2- 1 - 2 - Homogeneity of data.. 12
2 - 2 - Temperature.. 14
2 - 2 - 1 - Minimum temperature.. 14
2 - 2 - 2 - Frein temperature.. 14
2 - 3 - Frost.. 14
2 - 3 - 1 - Types of frost.. 14
2-4 – Time series.. 15
2-4-1 – Types of time series.. 15
2-5 – Random processes.. 15
2-6 – Review of sources.. 16
2-6-1- Internal sources.. 16
2-6-2- Sources Foreign.. 31
2-7 - Conclusion.. 36
Chapter 3
3 - Study area.. 38
3-1 - Geographical location of Lorestan province. 38
3-2- Geographical location of Khorramabad city. 38
3-3- The relative position of Khorramabad city. 38
3 - 4 - The climate of Khorram Abad city. 39
3 - 4 - 1 - Local factors.. 39
3 - 4 - 2 - Latitude.. 40
3 - 4 - 3 - Access to moisture sources.. 40
3 - 5 - The climatic condition of Khorramabad city. 40
3-5-1 - Temperature.. 41
3-5-2 - Precipitation.. 42
3-6 - Prevailing winds of Khorramabad city.. 42
Chapter 4
4 - Materials and methods.. 44
4-1 - Meteorological station of the studied area. 44
4-2 – required variables.. 44
4-2-1 – minimum temperature.. 44
4-2-2 – frost days.. 44
4-3 – materials and methods.. 44
4-3-1 – collection of used data. 44
4-4- Data homogeneity.. 45
4-4-1- Homogeneity test method for temperature time series. 46
4 - 4 - 2 - Absolute standard normal homogeneity method. 46
4 - 5 - Run test - test.. 47
4 - 6 - Test for the existence of a trend.. 47
4 - 6 - 1 - My - Kendall test. 48
4 - 6 - 3 - My diagram test - Kendall. 49
4-7 – Holt-Winters smoothing method.. 50
4-8 – Box-Jenkins models.. 52
4-8-1 – Stationary check in variance.. 52
4-8-2 – Stationary check in mean.. 53
4-8-3 - Draw ACF and PACF diagrams. 54
4-8-4 - checking the appropriateness of the model.. 54
4-8-5 - forecasting.. 55
4-8-6 - autoregressive process.. 55
4-8-7 - moving average process.. 56
4-8-8 - compound process Autoregressive – moving average. 57
4 - 8 - 9 - Periodicity in the seasonal model.. 57
Chapter 5
5 - Research findings.. 61
1 - 5 - Descriptive research findings.. 61
5 - 2 - Diagrams extracted from the standard normal homogeneity test. 62
5-3- Findings from the Run-test. 63
5-4 - Findings from my test - Kendall for the minimum temperature. 63
5 - 4 - 1 - The results of my statistical test (T) - Kendall. 63
5 - 4 - 2 - My chart test results - Kendall. 65
5-5 - Findings from my test - Kendall for frosty days. 69
5-5-1- The results of my statistical test (T) - Kendall. 68
5-5-2 - Results of my chart test - Kendall. 68
5-6 - The results of estimating the linear trend of temperature in MINITAB software. 70
5-7- The results of the Holt-Winters smoothing test. 72
5-7-1 - Winter season.. 72
5-7-2 - Spring season.. 74
5-7-3 - Summer season.. 76
5-7-4 - Autumn season.. 78
5-8 - Results of ARIMA model application. 80
5-8-1 - winter season.. 83
5-8-2 - spring season.. 85
5-8-3 - summer season.. 87
5-8-4 - autumn season..91
5-9- Conclusion. 92
Sixth chapter
6-1- Summary. 95
6-2- Results. 96
6-3- Hypothesis analysis. 97
6-3-1- Research questions. 97
6-3-2- research assumptions. 97
4-6 - suggestions. 100
Sources and sources. 102
Appendixes. 113
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