| Description |
1 online resource (812 pages) |
| Series |
Lecture Notes in Computer Science ; 12253 |
|
LNCS sublibrary, SL 1, Theoretical computer science and general issues |
|
Lecture notes in computer science ; 12253.
|
|
LNCS sublibrary. SL 1, Theoretical computer science and general issues.
|
| Contents |
Intro -- Preface -- Welcome to the Online Conference -- Organization -- Contents -- Part V -- International Workshop on Geomatics in Forestry and Agriculture: New Advances and Perspectives (GeoForAgr 2020) -- Evaluation of Meteorological Data-Based Models for Potential and Actual Evapotranspiration Losses Using Flux Measurements -- 1 Introduction -- 2 Materials and Methods -- 2.1 The Case Studies -- 2.2 Model Description and Evaluation -- 3 Results -- 3.1 Monthly AET Prediction Models Results -- 3.2 AET Models Calibration -- 4 Conclusion -- References |
|
GNSS Network RTK for Automatic Guidance in Agriculture: Testing and Performance Evaluation -- 1 Introduction -- 2 GNSS Infrastructures and NRTK Positioning Services -- 3 Instruments and Machines Used in the Tests -- 4 Execution of the Tests -- 5 Data Processing -- 5.1 Evaluation of the Efficiency of the Guidance System -- 5.2 Evaluation of the Benefit of the Guidance System in Terms of Areas -- 6 Analysis and Parameterization of the Results -- 6.1 Code Correction (DGNSS) and EGNOS -- 7 Final Remarks -- References |
|
The Contribution of Remote Sensing and Silvicultural Treatments to the Assessment of Decline in an Oak Deciduous Forest: The Study Case of a Protected Area in Mediterranean Environment -- 1 Introduction -- 2 Materials and Methods -- 2.1 Study Area -- 2.2 Silvicultural Treatments -- 2.3 Field Data -- 2.4 Satellite Data -- 3 Results and Discussion -- 4 Conclusion -- References -- Evaluating the Potential of Vegetation Indices in Detecting Drought Impact Using Remote Sensing Data in a Mediterranean Pinewood -- 1 Introduction -- 2 Material and Method -- 2.1 Study Area -- 2.2 Meteorological Data |
|
2.3 Data Set Used -- 2.4 Index Used -- 3 Results -- 4 Discussion and Conclusion -- References -- Unsupervised Burned Area Mapping in a Protected Natural Site. An Approach Using SAR Sentinel-1 Data and K-mean Algorithm -- 1 Introduction -- 2 Study Area and Dataset -- 3 Methods -- 3.1 Data Pre-processing -- 3.2 Data Preparation and Image Classification -- 3.3 Post-processing Enhancement and Clustering Accuracy -- 4 Results and Discussions -- 4.1 Data Implementation and Clustering -- 4.2 Clustering Accuracy -- 5 Conclusions -- References |
|
Using Sentinel 2 Data to Guide Nitrogen Fertilization in Central Italy: Comparison Between Flat, Low VRT and High VRT Rates Application in Wheat -- 1 Introduction -- 2 Materials and Methods -- 2.1 Study Areas -- 2.2 Experimental Design -- 3 Results and Discussion -- 3.1 VRT Treatments and NDVI Trends -- 3.2 Grain Yield and Quality -- 4 Conclusions -- References -- International Workshop on Collective, Massive and Evolutionary Systems (IWCES 2020) -- A Learning Based Approach for Planning with Safe Actions -- 1 Introduction and Motivation -- 2 Preliminaries -- 2.1 Planning Operator |
| Summary |
The seven volumes LNCS 12249-12255 constitute the refereed proceedings of the 20th International Conference on Computational Science and Its Applications, ICCSA 2020, held in Cagliari, Italy, in July 2020. Due to COVID-19 pandemic the conference was organized in an online event. Computational Science is the main pillar of most of the present research, industrial and commercial applications, and plays a unique role in exploiting ICT innovative technologies. The 466 full papers and 32 short papers presented were carefully reviewed and selected from 1450 submissions. Apart from the general track, ICCSA 2020 also include 52 workshops, in various areas of computational sciences, ranging from computational science technologies, to specific areas of computational sciences, such as software engineering, security, machine learning and artificial intelligence, blockchain technologies, and of applications in many fields |
| Notes |
International conference proceedings |
|
"Initially the conference was planned to be held in Cagliari, Italy, in collaboration with the University of Cagliari, but due to the COVID-19 pandemic it was organized as an online event."--Preface |
|
Includes author index |
|
Print version record |
|
Online resource; title from PDF title page (SpringerLink, viewed December 1, 2020) |
| Subject |
Computer science -- Congresses
|
|
Computer software -- Congresses
|
|
Computer networks -- Congresses
|
|
Software engineering -- Congresses
|
|
Computer software
|
|
Computer science
|
|
Computer architecture
|
|
Computer networks
|
|
Database management
|
|
Optical data processing
|
|
Software engineering
|
| Genre/Form |
Electronic books
|
|
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
|
Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Gervasi, Osvaldo.
|
|
Murgante, Beniamino.
|
|
Misra, Sanjay.
|
|
Garau, Chiara.
|
|
Blečić, Ivan.
|
|
Taniar, David.
|
|
Apduhan, Bernady O.
|
|
Rocha, Ana Maria A. C. (Ana Maria Alves Coutinho)
|
|
Tarantino, Eufemia
|
|
Torre, Carmelo Maria.
|
| ISBN |
9783030588144 |
|
3030588149 |
|
