國立高雄大學圖資館 |

Language: English

Back

Soil and crop sensing for precision crop production

Record Type:	Electronic resources : Monograph/item
Title/Author:	Soil and crop sensing for precision crop productionedited by Minzan Li, Chenghai Yang, Qin Zhang.
other author:	Li, Minzan.
Published:	Cham :Springer International Publishing :2022.
Description:	xii, 324 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Agricultural innovations.
Online resource:	https://doi.org/10.1007/978-3-030-70432-2
ISBN:	9783030704322$q(electronic bk.)

Soil and crop sensing for precision crop production
Soil and crop sensing for precision crop production[electronic resource] /edited by Minzan Li, Chenghai Yang, Qin Zhang. - Cham :Springer International Publishing :2022. - xii, 324 p. :ill., digital ;24 cm. - Agriculture automation and control,2731-3506. - Agriculture automation and control..

1 Soil and Crop Sensing for Precision Crop Production: An Introduction -- 2 Sensing Technology of Soil Physical Properties -- 3 Theories and Methods for Soil Nutrient Sensing -- 4 Application of Soil Sensing in Precision Agriculture -- 5 Theories and Methods for Spectroscopy-based Crop Nutrient Sensing -- 6 Remote sensing technologies for crop disease and pest detection -- 7 Plant Phenotyping -- 8 Crop Sensing in Precision Agriculture -- 9 Perspectives of Soil and Crop Sensing in Smart Agriculture -- Index.

Soil and crop sensing is a fundamental component and the first important step in precision agriculture. Unless the level of soil and crop variability is known, appropriate management decisions cannot be made and implemented. In the last few decades, various ground-based sensors have been developed to measure spatial variability in soil properties and nutrients, crop growth and yield, and pest conditions. Remote sensing as an important data collection tool has been increasingly used to map soil and crop growth variability as spatial, spectral and temporal resolutions of image data have improved significantly in recent years. While identifying spatial variability of soil and crop growth within fields is an important first step towards precision management, using that variability to formulate variable rate application plans of farming inputs such as fertilizers and pesticides is another essential step in precision agriculture.The purpose of this book is to present the historical, current and future developments of soil and crop sensing technologies with fundamentals and practical examples. The first chapter gives an overview of soil and crop sensing technologies for precision crop production. The next six chapters provide details on theories, methods, practical applications, as well as challenges and future research needs for all aspects of soil and crop sensing. The last two chapters show how soil and crop sensing technologies can be used for plant phenotyping and precision fertilization. The chapters are written by some of the world's leading experts who have contributed significantly to the developments of precision agriculture technologies, especially in the area of soil and crop sensing. They use their knowledge, experiences, and successful stories to present informative and up-to-date information on relevant topics. Therefore, this book is an invaluable addition to the literature and can be used as a reference by scientists, engineers, practitioners, and college students for the dissemination and advancement of precision agriculture technologies for practical applications.

ISBN: 9783030704322$q(electronic bk.)

Standard No.: 10.1007/978-3-030-70432-2doiSubjects--Topical Terms:

575627
Agricultural innovations.

LC Class. No.: S494.5.I5 / S65 2022

Dewey Class. No.: 338.16

Soil and crop sensing for precision crop production
LDR:03699nmm a2200337 a 4500 001 630143
003 DE-He213
005 20220907225128.0
006 m d
007 cr nn 008maaau
008 230329s2022 sz s 0 eng d
020 $a 9783030704322$q(electronic bk.)
020 $a 9783030704315$q(paper)
024 7 $a 10.1007/978-3-030-70432-2 $2 doi
035 $a 978-3-030-70432-2
040 $a GP $c GP
041 0 $a eng
050 4 $a S494.5.I5 $b S65 2022
072 7 $a TVB $2 bicssc
072 7 $a TEC003000 $2 bisacsh
072 7 $a TVB $2 thema
082 0 4 $a 338.16 $2 23
090 $a S494.5.I5 $b S683 2022
245 0 0 $a Soil and crop sensing for precision crop production $h [electronic resource] / $c edited by Minzan Li, Chenghai Yang, Qin Zhang.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a xii, 324 p. : $b ill., digital ; $c 24 cm.
490 1 $a Agriculture automation and control, $x 2731-3506
505 0 $a 1 Soil and Crop Sensing for Precision Crop Production: An Introduction -- 2 Sensing Technology of Soil Physical Properties -- 3 Theories and Methods for Soil Nutrient Sensing -- 4 Application of Soil Sensing in Precision Agriculture -- 5 Theories and Methods for Spectroscopy-based Crop Nutrient Sensing -- 6 Remote sensing technologies for crop disease and pest detection -- 7 Plant Phenotyping -- 8 Crop Sensing in Precision Agriculture -- 9 Perspectives of Soil and Crop Sensing in Smart Agriculture -- Index.
520 $a Soil and crop sensing is a fundamental component and the first important step in precision agriculture. Unless the level of soil and crop variability is known, appropriate management decisions cannot be made and implemented. In the last few decades, various ground-based sensors have been developed to measure spatial variability in soil properties and nutrients, crop growth and yield, and pest conditions. Remote sensing as an important data collection tool has been increasingly used to map soil and crop growth variability as spatial, spectral and temporal resolutions of image data have improved significantly in recent years. While identifying spatial variability of soil and crop growth within fields is an important first step towards precision management, using that variability to formulate variable rate application plans of farming inputs such as fertilizers and pesticides is another essential step in precision agriculture.The purpose of this book is to present the historical, current and future developments of soil and crop sensing technologies with fundamentals and practical examples. The first chapter gives an overview of soil and crop sensing technologies for precision crop production. The next six chapters provide details on theories, methods, practical applications, as well as challenges and future research needs for all aspects of soil and crop sensing. The last two chapters show how soil and crop sensing technologies can be used for plant phenotyping and precision fertilization. The chapters are written by some of the world's leading experts who have contributed significantly to the developments of precision agriculture technologies, especially in the area of soil and crop sensing. They use their knowledge, experiences, and successful stories to present informative and up-to-date information on relevant topics. Therefore, this book is an invaluable addition to the literature and can be used as a reference by scientists, engineers, practitioners, and college students for the dissemination and advancement of precision agriculture technologies for practical applications.
650 0 $a Agricultural innovations. $3 575627
650 0 $a Precision farming. $3 249046
650 0 $a Crops. $3 272760
650 0 $a Soils. $3 203793
650 1 4 $a Agriculture. $3 274257
650 2 4 $a Control, Robotics, Automation. $3 914981
650 2 4 $a Geographical Information System. $3 913165
650 2 4 $a Soil Science. $3 918727
700 1 $a Li, Minzan. $3 935224
700 1 $a Yang, Chenghai. $3 935225
700 1 $a Zhang, Qin. $3 901240
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Agriculture automation and control. $3 901241
856 4 0 $u https://doi.org/10.1007/978-3-030-70432-2
950 $a Biomedical and Life Sciences (SpringerNature-11642)