A Fuzzy Neural Network Approach for Evaluation of Wetland Restoration Programmes
Wetland restoration work is crucial for ecosystem development, and how to scientifically evaluate wetland restoration programmes is the key to improve the effectiveness of wetland restoration. In order to solve the problems of inadequate judgement and human influence in the evaluation of wetland res...
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| Format: | Article |
| Language: | English |
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Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek
2024-01-01
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| Series: | Tehnički Vjesnik |
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| Online Access: | https://hrcak.srce.hr/file/457146 |
| _version_ | 1797193623063756800 |
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| author | Linzi Li |
| author_facet | Linzi Li |
| author_sort | Linzi Li |
| collection | DOAJ |
| description | Wetland restoration work is crucial for ecosystem development, and how to scientifically evaluate wetland restoration programmes is the key to improve the effectiveness of wetland restoration. In order to solve the problems of inadequate judgement and human influence in the evaluation of wetland restoration programmes, this paper proposes a wetland restoration programme evaluation model based on Fuzzy Neural Network method, which is based on fuzzy theory and combines the adaptive function and self-learning function of neural network to evaluate three wetland restoration programmes. The results show that programme B is better than programmes A and C and is suitable for long-term application in wetland restoration work in this area. It is concluded that the use of Fuzzy Neural Network model to evaluate the wetland restoration programmes is more accurate, more personalised, and has a better operation rate, which is an important means of evaluating the wetland restoration programmes and an important guideline to carry out the wetland work. |
| first_indexed | 2024-04-24T05:43:19Z |
| format | Article |
| id | doaj.art-122e415eef4a4d77b30adc58f1640fcb |
| institution | Directory Open Access Journal |
| issn | 1330-3651 1848-6339 |
| language | English |
| last_indexed | 2024-04-24T05:43:19Z |
| publishDate | 2024-01-01 |
| publisher | Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek |
| record_format | Article |
| series | Tehnički Vjesnik |
| spelling | doaj.art-122e415eef4a4d77b30adc58f1640fcb2024-04-23T19:01:45ZengFaculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in OsijekTehnički Vjesnik1330-36511848-63392024-01-0131367968710.17559/TV-20230604001172A Fuzzy Neural Network Approach for Evaluation of Wetland Restoration ProgrammesLinzi Li0Zhongyuan Trust Co.,Ltd., ChinaWetland restoration work is crucial for ecosystem development, and how to scientifically evaluate wetland restoration programmes is the key to improve the effectiveness of wetland restoration. In order to solve the problems of inadequate judgement and human influence in the evaluation of wetland restoration programmes, this paper proposes a wetland restoration programme evaluation model based on Fuzzy Neural Network method, which is based on fuzzy theory and combines the adaptive function and self-learning function of neural network to evaluate three wetland restoration programmes. The results show that programme B is better than programmes A and C and is suitable for long-term application in wetland restoration work in this area. It is concluded that the use of Fuzzy Neural Network model to evaluate the wetland restoration programmes is more accurate, more personalised, and has a better operation rate, which is an important means of evaluating the wetland restoration programmes and an important guideline to carry out the wetland work.https://hrcak.srce.hr/file/457146fuzzy neural networkprogramme evaluationwetland restoration |
| spellingShingle | Linzi Li A Fuzzy Neural Network Approach for Evaluation of Wetland Restoration Programmes Tehnički Vjesnik fuzzy neural network programme evaluation wetland restoration |
| title | A Fuzzy Neural Network Approach for Evaluation of Wetland Restoration Programmes |
| title_full | A Fuzzy Neural Network Approach for Evaluation of Wetland Restoration Programmes |
| title_fullStr | A Fuzzy Neural Network Approach for Evaluation of Wetland Restoration Programmes |
| title_full_unstemmed | A Fuzzy Neural Network Approach for Evaluation of Wetland Restoration Programmes |
| title_short | A Fuzzy Neural Network Approach for Evaluation of Wetland Restoration Programmes |
| title_sort | fuzzy neural network approach for evaluation of wetland restoration programmes |
| topic | fuzzy neural network programme evaluation wetland restoration |
| url | https://hrcak.srce.hr/file/457146 |
| work_keys_str_mv | AT linzili afuzzyneuralnetworkapproachforevaluationofwetlandrestorationprogrammes AT linzili fuzzyneuralnetworkapproachforevaluationofwetlandrestorationprogrammes |