Development of A Universal Calibration Platform for Watershed Models Using Global Optimization
文献类型： 外文期刊
第一作者： Chen, L.
作者： Chen, L.;Wang, W. Z.;Wei, G. Y.;Wang, K.;Shen, Z. Y.;Liu, H. B.;Zhai, L. M.
作者机构：
关键词： watershed model; calibration; parameter; universal platform; NSGA-II; SWMM; HSPF
期刊名称：JOURNAL OF ENVIRONMENTAL INFORMATICS （ 影响因子：5.271； 五年影响因子：3.333 ）
ISSN： 1726-2135
年卷期： 2021 年 38 卷 1 期
页码：
收录情况： SCI
摘要： Calibration is an essential part of watershed models, and a universal calibration platform based on advanced genetic algorithms is needed. In this study, a universal platform was constructed for different watershed models by transferring the configuration files of models and incorporating the Non-dominated Sorted Genetic Algorithm-II (NSGA-II). It was tested in two real cases studies by using two commonly used models, including the Hydrological Simulation Program-FORTRAN (HSPF) and the Storm Water Management Model (SWMM). For HSPF, the results showed that the goodness-of-fit indicators, in terms of NSE and R-2, were 0.82, 0.83 and 0.66, 0.67 during the calibration and validation period, respectively. For SWMM, NSE ranged from 0.854 to 0.920 and R-2 ranged from 0.737 to 0.912. The results indicated that this universal platform provided good model calibrations for both two models and it could be extended to other watershed models and other catchments as an effective and robust method for model calibration.
分类号：
- 相关文献
作者其他论文 更多>>
-
The status of timed artificial insemination technology in large-scale Chinese dairy farms
作者：Hu, Z.;Hao, H.;Wang, H.;Zhu, H.;Zhao, S.;Dong, F.;Xu, W.;Ma, Z.;Chen, L.
关键词：China; dairy cows; timed artificial; insemination; 21-day pregnancy rate
-
Multi-omics uncover acute stress vulnerability through gut-hypothalamic communication in ducks
作者：Gu, T.;Guo, R.;Chen, L.;Zong, Y.;Tian, Y.;Xu, W.;Zeng, T.;Lu, L.;Lu, L.
关键词：16S rRNA; metabolome; gut-hypothalamic axis; stress vulnerability; duck
-
Effects of total calcium-to-total phosphorus ratio on the calcium and phosphorus digestibility and growth performance of growing pigs
作者：Cao, S. C.;Zhao, J. F.;Liu, J. B.;Xue, P. C.;Zhai, H. X.;Zhai, H. X.;Chen, L.;Zhang, H. F.
关键词：Calcium; Calcium-to-phosphorus ratio; Digestibility; Phosphorus; Phytase; Pig growth performance
-
Indirubin prevents structural damage to chicken lungs and trachea caused by Mycoplasma gallisepticum infection through attenuating oxidative stress and apoptosis
作者：Miao, Y. S.;Liu, G. J.;Miao, Y. S.;Fan, X. D.;Zhang, Z.;Chen, L.;Zheng, D. Z.;Yue, S.;Liu, L. Y.;Liu, G. J.;Han, Q. X.;Wang, K. X.;Li, J. C.;Lei, L.
关键词：
Mycoplasma gallisepticum ; organs; indirubin; oxidation; apoptosis -
Novel pathways linked to the expression of temperament in Merino sheep: a genome-wide association study
作者：Ding, L.;Wang, Y.;Wang, M.;Ding, L.;Wang, Y.;Chen, N.;Yin, J.;Ding, L.;Maloney, S. K.;Blache, D.;Ding, L.;Blache, D.;Colman, E. R.;Lier, E. V.;Ramachandran, M.;Maloney, S. K.;Chen, L.;Chen, L.
关键词：Candidate genes; Genotyping; Merino sheep; Single nucleotide polymorphisms; Temperament breeding
-
Investigating the correlation between phenotypes, adrenal transcriptome, and serum metabolism in laying ducks exhibiting varying behaviours under the same stressor
作者：Sun, H. X.;Guo, R. B.;Gu, T. T.;Zong, Y. B.;Xu, W. W.;Chen, L.;Tian, Y.;Li, G. Q.;Lu, L. Z.;Zeng, T.;Sun, H. X.;Guo, R. B.
关键词：Metabolomics; Production; Shanma ducks; Stress; Transcriptomics
-
Nutrient profiles and browning control of wasp larvae
作者：Wang, K.;Zhu, H.;Chen, X.;Qiao, J.;Dong, J.;Zhang, H.;Wang, K.;Qiao, J.;Haubruge, E.;Huang, G.;Dong, J.;Zhang, H.
关键词：ascorbic acid treatment; edible insects; high hydrostatic pressure; phenol oxidase; umami
