Spatial Modeling Principles in Earth Sciences:
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2009
|
| Schlagwörter: | |
| Links: | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017108438&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| Umfang: | XI, 351 S. Ill., graph. Darst., Kt. |
| ISBN: | 9781402096716 9781402096723 |
Internformat
MARC
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| 100 | 1 | |a Şen, Zekâi |d 1947- |e Verfasser |0 (DE-588)140990100 |4 aut | |
| 245 | 1 | 0 | |a Spatial Modeling Principles in Earth Sciences |c Zekai Sen |
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 2009 | |
| 300 | |a XI, 351 S. |b Ill., graph. Darst., Kt. | ||
| 336 | |b txt |2 rdacontent | ||
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| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-017108438 | |
Datensatz im Suchindex
| _version_ | 1819330609089085440 |
|---|---|
| adam_text | Contents
1
Introduction
................................................... 1
1 -1 General.................................................. 1
1.2
Earth
Sciences
Phenomena
.................................. 2
1.3
Variability
................................................ 8
1.4
Determinism Versus Uncertainty
............................. 12
1.5
Earth, Environment, and Atmospheric Researches
............... 16
1.6
Random Field (RF)
........................................ 17
1.7
Regionalized Variable (ReV)
................................ 18
References
..................................................... 19
2
Data Types and Logical Processing Methods
...................... 21
2.1
General
.................................................. 21
2.2
Observations
.............................................. 22
2.3
Numerical Data Types
...................................... 25
2.4
Sampling
................................................. 27
2.5
Number of Data
........................................... 31
2.5.1
Small Sample Length of Independent Models
........... 33
2.5.2
Small Sample Length of Dependent Models
............. 35
2.6
Regional Representation
.................................... 41
2.6.1
Variability Range
................................... 42
2.6.2
Inverse Distance Models
............................. 45
2.7
Sub-areal Partition
......................................... 46
2.7.1
Triangularization
................................... 47
2.8
Polygonizations
........................................... 52
2.8.1
Delaney,
Varani,
and Thiessen Polygons
................ 52
2.8.2
Percentage-Weighted Polygon (PWP) Method
........... 55
2.9 Areal
Coverage Probability
.................................. 67
2.9.1
Theoretical Treatment
............................... 69
2.9.2
Extreme Value Probabilities
.......................... 72
2.10
Spatio-Temporal
Drought Theory and Analysis
................. 73
2.10.1
Drought Parameters
.................................
76
References
..................................................... 81
Contents
Classical Spatial Variation Models
............................... 83
3.1
General
..............................
g-j
3.2
Spatio-Temporal
Characteristics
......................... 84
3.3
Spatial Pattern Search
..........................
85
3.4
Spatial Data Analysis Needs
.................... ........ 87
3.5
Simple Uniformity Test
.................... 93
3.6
Random Field
.................. ..............
q,-
3.7
Cluster Sampling
........................ .............
q8
3.8
Nearest Neighbor Analysis
................. ................
1Oq
3.9
Search Algorithms
................... .................
102
3.9.1
Geometric Weighting Functions
.. ............
ЮЗ
3.10
Trend Surface Analysis
................... .............
106
З·10·
Trend Model Parameter Estimations
................108
3.11
Multisite
Kalman
Filter Methodology
........... .........!
10
3.11.1
One-Dimensional
Kalman
Filter
...................
in
3.11.2
Kalman
Filter Application
.. ...................,„
References
. .......................
lD
..................................................126
Spatial Dependence Measures
4.1
General
..................................................
127
4.2
Isotropy, Anisotropy, and Homogeneity
........................
Ill
43
Spanai
Dependence Function
...................... ,
4.4
Spatial Correlation Function
... ............................
32
4.4.1
Correlation Coefficient Drawback
......................
!~
ЪГЗЯЕЗ?
°~м
::::::::::::::: ¡2
З?
::::::::::::::: ¡2
4.5.2 SV
Definition
. ................................
140
4-5.3 SV
Limitations
...................................
144
4.6
Sample SV
...... ...................................149
4.7
Theoretical SV
. ]... .....................................151
47.1
Simple Nugget SV
..............................
153
4-7.2
Linear SV
.......].................................156
4-7.3
Exponential SV
................................
I57
4-7.4
Gaussian SV
. .....................................159
4-7.5
Quadratic SV
.....[................................159
4-7.6
Rational Quadratic SV
...............................
16°
4-7.7
Power SV
.. ...............................160
47.8
Wave (Hole Effect) SV
...............................
161
4-7.9
Spherical SV
....... ..............................162
4.7.10
Logarithmic SV
...................................162
48
Emulative Semivariogram
..................................163
4.8.1
Sample CSV
.................................164
199
Contents xj
5
Spatial
Modeling
...............................................203
5.1 General ..................................................204
5.2
Spatial Estimation of ReV
...................................205
5.3
Optimum Interpolation Model
...............................207
5.3.1
Data and Application
................................211
5.4
Geostatistical Analysis
......................................224
5.4.1
Kriging Technique
..................................225
5.5
Geostatistical Estimator (Kriging)
............................228
5.5.1
Kriging Methodologies and Advantages
................230
5.6
Simple Kriging
............................................232
5.7
Ordinary Kriging
..........................................239
5.8
Universal Kriging
..........................................245
5.9
Block Kriging
.............................................249
5.10
Triple Diagram Model
......................................250
5.11
Regional Rainfall Pattern Description
.........................256
References
.....................................................266
6
Spatial Simulation
..............................................271
6.1
General
..................................................272
6.2 3D
Autoregressive
Model
...................................273
6.2.1
Parameters Estimation
...............................274
6.2.2
2D Uniform Model Parameters
........................276
6.2.3
Extension to
3D....................................279
6.3
Rock Quality Designation Simulation
.........................281
6.3.1
Independent Intact Lengths
...........................281
6.3.2
Dependent Intact Lengths
............................290
6.4
RQD and Correlated Intact Length Simulation
..................300
6.4.1
Proposed Models of
Persistance
.......................303
6.4.2
Simulation of Intact Lengths
..........................305
6.5
Autorun Simulation of Porous Material
........................310
6.5.1
Line Characteristic Function of Porous Medium
.........312
6.5.2
Autorun Analysis of Sandstone
.......................312
6.5.3
Autorun Modeling of Porous Media
....................316
6.6
CSV Technique for Identification of Intact Length Correlation
Structure
.................................................321
6.6.1
Intact Length CSV
..................................323
6.6.2
Theoretical CSV Model
..............................324
6.7
Multidirectional RQD Simulation
............................333
6.7.1
Fracture Network Model
.............................334
6.7.2
RQD Analysis
......................................335
6.7.3
RQD Simulation Results
.............................338
References
.....................................................340
Index
.............................................................343
|
| any_adam_object | 1 |
| author | Şen, Zekâi 1947- |
| author_GND | (DE-588)140990100 |
| author_facet | Şen, Zekâi 1947- |
| author_role | aut |
| author_sort | Şen, Zekâi 1947- |
| author_variant | z ş zş |
| building | Verbundindex |
| bvnumber | BV035303615 |
| callnumber-first | Q - Science |
| callnumber-label | QE48 |
| callnumber-raw | QE48.8 |
| callnumber-search | QE48.8 |
| callnumber-sort | QE 248.8 |
| callnumber-subject | QE - Geology |
| classification_rvk | RB 10103 RB 10104 RB 10177 ZI 9075 |
| ctrlnum | (OCoLC)297148351 (DE-599)DNB991446380 |
| dewey-full | 551.0113 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 551 - Geology, hydrology, meteorology |
| dewey-raw | 551.0113 |
| dewey-search | 551.0113 |
| dewey-sort | 3551.0113 |
| dewey-tens | 550 - Earth sciences |
| discipline | Geologie / Paläontologie Bauingenieurwesen Geographie |
| format | Book |
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| id | DE-604.BV035303615 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T13:28:06Z |
| institution | BVB |
| isbn | 9781402096716 9781402096723 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-017108438 |
| oclc_num | 297148351 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR DE-83 DE-11 |
| owner_facet | DE-355 DE-BY-UBR DE-83 DE-11 |
| physical | XI, 351 S. Ill., graph. Darst., Kt. |
| publishDate | 2009 |
| publishDateSearch | 2009 |
| publishDateSort | 2009 |
| publisher | Springer |
| record_format | marc |
| spellingShingle | Şen, Zekâi 1947- Spatial Modeling Principles in Earth Sciences Earth sciences Computer simulation Modellierung (DE-588)4170297-9 gnd Geowissenschaften (DE-588)4020288-4 gnd Raumdaten (DE-588)4206012-6 gnd |
| subject_GND | (DE-588)4170297-9 (DE-588)4020288-4 (DE-588)4206012-6 |
| title | Spatial Modeling Principles in Earth Sciences |
| title_auth | Spatial Modeling Principles in Earth Sciences |
| title_exact_search | Spatial Modeling Principles in Earth Sciences |
| title_full | Spatial Modeling Principles in Earth Sciences Zekai Sen |
| title_fullStr | Spatial Modeling Principles in Earth Sciences Zekai Sen |
| title_full_unstemmed | Spatial Modeling Principles in Earth Sciences Zekai Sen |
| title_short | Spatial Modeling Principles in Earth Sciences |
| title_sort | spatial modeling principles in earth sciences |
| topic | Earth sciences Computer simulation Modellierung (DE-588)4170297-9 gnd Geowissenschaften (DE-588)4020288-4 gnd Raumdaten (DE-588)4206012-6 gnd |
| topic_facet | Earth sciences Computer simulation Modellierung Geowissenschaften Raumdaten |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017108438&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT senzekai spatialmodelingprinciplesinearthsciences |