語系:
繁體中文
English
說明(常見問題)
回圖書館首頁
手機版館藏查詢
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
A geoinformatics approach to water e...
~
Svoray, Tal.
FindBook
Google Book
Amazon
博客來
A geoinformatics approach to water erosion = soil loss and beyond /
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
A geoinformatics approach to water erosion/ by Tal Svoray.
其他題名:
soil loss and beyond /
作者:
Svoray, Tal.
出版者:
Cham :Springer International Publishing : : 2022.,
面頁冊數:
xxii, 349 p. :ill. (some col.), digital ;24 cm.
內容註:
Dedication -- Preface -- Acknowledgement -- 1. Soil erosion: The general problem -- 1.1 The soil, and its erosion -- 1.2 Scope of soil erosion -- 1.3 A brief history of soil loss -- 1.4 Soil as a finite resource -- 1.5 Summary -- 2 The case of agricultural catchments -- 2.1 Erosion factors in a distinct landform -- 2.2 On-site and off-site consequences -- 2.3 The human agent -- 2.4 Summary -- 3 The physical process -- 3.1 The basics of hillslope erosion -- 3.2 Water Erosion Prediction Project (WEPP) -- 3.3 CAESAR-Lisflood a landscape evolution model -- 3.4 Morgan-Morgan-Finney (MMF) -- 3.5 Summary -- 4 Spatial variation in the catchment -- 4.1 Discrete spatial units -- 4.2 A suite of continuous variables -- 4.3 Summary -- 5 Earth-based observations -- 5.1 Spectral indices: spectral signatures and mathematical expressions -- 5.2 Classification -- 5.3 Synergy of RS data in catchment models -- 5.4 Close range analysis -- 5.5 Summary -- 6 Predicting erosion risk: from expert knowledge to data mining -- 6.1 The Topographic Threshold -- 6.2 Expert-based systems -- 6.3 The data-mining approach -- 6.4 Fuzzy logic -- 6.5 Summary -- 7 Health of the remaining soil -- 7.1 The soil health index -- 7.2 Statistical analysis and pre-processing -- 7.3 Mapping soil health -- 7.4 Summary -- 8 Decision-making -- 8.1 Decision-making in soil conservation -- 8.2 The simple expert system -- 8.3 GISCAME -- 8.4 Summary -- References -- Index -- Nomenclature.
Contained By:
Springer Nature eBook
標題:
Soil erosion - Remote sensing. -
電子資源:
https://doi.org/10.1007/978-3-030-91536-0
ISBN:
9783030915360
A geoinformatics approach to water erosion = soil loss and beyond /
Svoray, Tal.
A geoinformatics approach to water erosion
soil loss and beyond /[electronic resource] :by Tal Svoray. - Cham :Springer International Publishing :2022. - xxii, 349 p. :ill. (some col.), digital ;24 cm.
Dedication -- Preface -- Acknowledgement -- 1. Soil erosion: The general problem -- 1.1 The soil, and its erosion -- 1.2 Scope of soil erosion -- 1.3 A brief history of soil loss -- 1.4 Soil as a finite resource -- 1.5 Summary -- 2 The case of agricultural catchments -- 2.1 Erosion factors in a distinct landform -- 2.2 On-site and off-site consequences -- 2.3 The human agent -- 2.4 Summary -- 3 The physical process -- 3.1 The basics of hillslope erosion -- 3.2 Water Erosion Prediction Project (WEPP) -- 3.3 CAESAR-Lisflood a landscape evolution model -- 3.4 Morgan-Morgan-Finney (MMF) -- 3.5 Summary -- 4 Spatial variation in the catchment -- 4.1 Discrete spatial units -- 4.2 A suite of continuous variables -- 4.3 Summary -- 5 Earth-based observations -- 5.1 Spectral indices: spectral signatures and mathematical expressions -- 5.2 Classification -- 5.3 Synergy of RS data in catchment models -- 5.4 Close range analysis -- 5.5 Summary -- 6 Predicting erosion risk: from expert knowledge to data mining -- 6.1 The Topographic Threshold -- 6.2 Expert-based systems -- 6.3 The data-mining approach -- 6.4 Fuzzy logic -- 6.5 Summary -- 7 Health of the remaining soil -- 7.1 The soil health index -- 7.2 Statistical analysis and pre-processing -- 7.3 Mapping soil health -- 7.4 Summary -- 8 Decision-making -- 8.1 Decision-making in soil conservation -- 8.2 The simple expert system -- 8.3 GISCAME -- 8.4 Summary -- References -- Index -- Nomenclature.
Degradation of agricultural catchments due to water erosion is a major environmental threat at the global scale, with long-lasting destructive consequences valued at tens of billions of dollars per annum. Eroded soils lead to reduced crop yields and deprived agroecosystem's functioning through, for example, decreased water holding capacity, poor aeration, scarce microbial activity, and loose soil structure. This can result in reduced carbon sequestration, limited nutrient cycling, contamination of water bodies due to eutrophication, low protection from floods and poor attention restoration-consequences that go far beyond the commonly modelled soil loss and deposition budgets. This book demonstrates, using data from the Harod catchment in northern Israel, how cutting-edge geoinformatics, data science methodologies and soil health indicators can be used to measure, predict, and regulate these major environmental hazards. It shows how these approaches are used to quantify-in time and space-the effect of water erosion not only on the soil layer, soil minerals, and soil loss, but also on the wide-range of services that agricultural ecosystems might supply for the benefit and well-being of humans. The algorithms described in this book play a major role in this paradigm shift and they include, for example, extraction of photogrammetric DEMs from drone's data, advanced drainage structure calculations, fuzzy process-based modelling and spatial topographic threshold computations, multicriteria analyses and expert-based systems development using analytic hierarchal processes, innovative data-mining and machine learning tools, autocorrelation and interpolation of soil health, physically-based soil evolution models, spatial decision support systems and many more.
ISBN: 9783030915360
Standard No.: 10.1007/978-3-030-91536-0doiSubjects--Topical Terms:
3594951
Soil erosion
--Remote sensing.
LC Class. No.: S627.R45 / S86 2022
Dewey Class. No.: 631.45
A geoinformatics approach to water erosion = soil loss and beyond /
LDR
:04246nmm a2200325 a 4500
001
2298428
003
DE-He213
005
20220217190410.0
006
m d
007
cr nn 008maaau
008
230324s2022 sz s 0 eng d
020
$a
9783030915360
$q
(electronic bk.)
020
$a
9783030915353
$q
(paper)
024
7
$a
10.1007/978-3-030-91536-0
$2
doi
035
$a
978-3-030-91536-0
040
$a
GP
$c
GP
041
0
$a
eng
050
4
$a
S627.R45
$b
S86 2022
072
7
$a
TVB
$2
bicssc
072
7
$a
NAT011000
$2
bisacsh
072
7
$a
TVBP
$2
thema
082
0 4
$a
631.45
$2
23
090
$a
S627.R45
$b
S969 2022
100
1
$a
Svoray, Tal.
$3
3594950
245
1 2
$a
A geoinformatics approach to water erosion
$h
[electronic resource] :
$b
soil loss and beyond /
$c
by Tal Svoray.
260
$a
Cham :
$b
Springer International Publishing :
$b
Imprint: Springer,
$c
2022.
300
$a
xxii, 349 p. :
$b
ill. (some col.), digital ;
$c
24 cm.
505
0
$a
Dedication -- Preface -- Acknowledgement -- 1. Soil erosion: The general problem -- 1.1 The soil, and its erosion -- 1.2 Scope of soil erosion -- 1.3 A brief history of soil loss -- 1.4 Soil as a finite resource -- 1.5 Summary -- 2 The case of agricultural catchments -- 2.1 Erosion factors in a distinct landform -- 2.2 On-site and off-site consequences -- 2.3 The human agent -- 2.4 Summary -- 3 The physical process -- 3.1 The basics of hillslope erosion -- 3.2 Water Erosion Prediction Project (WEPP) -- 3.3 CAESAR-Lisflood a landscape evolution model -- 3.4 Morgan-Morgan-Finney (MMF) -- 3.5 Summary -- 4 Spatial variation in the catchment -- 4.1 Discrete spatial units -- 4.2 A suite of continuous variables -- 4.3 Summary -- 5 Earth-based observations -- 5.1 Spectral indices: spectral signatures and mathematical expressions -- 5.2 Classification -- 5.3 Synergy of RS data in catchment models -- 5.4 Close range analysis -- 5.5 Summary -- 6 Predicting erosion risk: from expert knowledge to data mining -- 6.1 The Topographic Threshold -- 6.2 Expert-based systems -- 6.3 The data-mining approach -- 6.4 Fuzzy logic -- 6.5 Summary -- 7 Health of the remaining soil -- 7.1 The soil health index -- 7.2 Statistical analysis and pre-processing -- 7.3 Mapping soil health -- 7.4 Summary -- 8 Decision-making -- 8.1 Decision-making in soil conservation -- 8.2 The simple expert system -- 8.3 GISCAME -- 8.4 Summary -- References -- Index -- Nomenclature.
520
$a
Degradation of agricultural catchments due to water erosion is a major environmental threat at the global scale, with long-lasting destructive consequences valued at tens of billions of dollars per annum. Eroded soils lead to reduced crop yields and deprived agroecosystem's functioning through, for example, decreased water holding capacity, poor aeration, scarce microbial activity, and loose soil structure. This can result in reduced carbon sequestration, limited nutrient cycling, contamination of water bodies due to eutrophication, low protection from floods and poor attention restoration-consequences that go far beyond the commonly modelled soil loss and deposition budgets. This book demonstrates, using data from the Harod catchment in northern Israel, how cutting-edge geoinformatics, data science methodologies and soil health indicators can be used to measure, predict, and regulate these major environmental hazards. It shows how these approaches are used to quantify-in time and space-the effect of water erosion not only on the soil layer, soil minerals, and soil loss, but also on the wide-range of services that agricultural ecosystems might supply for the benefit and well-being of humans. The algorithms described in this book play a major role in this paradigm shift and they include, for example, extraction of photogrammetric DEMs from drone's data, advanced drainage structure calculations, fuzzy process-based modelling and spatial topographic threshold computations, multicriteria analyses and expert-based systems development using analytic hierarchal processes, innovative data-mining and machine learning tools, autocorrelation and interpolation of soil health, physically-based soil evolution models, spatial decision support systems and many more.
650
0
$a
Soil erosion
$x
Remote sensing.
$3
3594951
650
0
$a
Soil erosion prediction.
$3
3301772
650
0
$a
Soil conservation.
$3
602941
650
0
$a
Geographic information systems.
$3
542758
650
1 4
$a
Soil Science.
$3
3591641
650
2 4
$a
Geographical Information System.
$3
3538564
650
2 4
$a
Earth Sciences.
$3
642591
650
2 4
$a
Physical Geography.
$3
893400
710
2
$a
SpringerLink (Online service)
$3
836513
773
0
$t
Springer Nature eBook
856
4 0
$u
https://doi.org/10.1007/978-3-030-91536-0
950
$a
Earth and Environmental Science (SpringerNature-11646)
筆 0 讀者評論
館藏地:
全部
電子資源
出版年:
卷號:
館藏
1 筆 • 頁數 1 •
1
條碼號
典藏地名稱
館藏流通類別
資料類型
索書號
使用類型
借閱狀態
預約狀態
備註欄
附件
W9440320
電子資源
11.線上閱覽_V
電子書
EB S627.R45 S86 2022
一般使用(Normal)
在架
0
1 筆 • 頁數 1 •
1
多媒體
評論
新增評論
分享你的心得
Export
取書館
處理中
...
變更密碼
登入