On the role of patterns in understanding the functioning of soil-vegetation-atmosphere systems
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| Title: | Main Title: On the role of patterns in understanding the functioning of soil-vegetation-atmosphere systems |
| Description: | Abstract: In this paper, we review the role of patterns to improve our understanding of water, mass and energyexchange processes in soil-vegetation-atmosphere systems. We explore the main mechanisms that lead to the formation of patterns in these systems and discuss different approaches to characterizing and quantifying patterns. Specific attention is given to the use of data-driven methods to detect patterns in spatial and temporal data that do not make assumptions about underlying statistical properties of patterns. These methods include e.g. decomposition methods, binning based methods, unsupervised classification and temporal stability analysis. We then analyze the value of considering patterns in evaluating model performance, reducing uncertainty in prediction of states and fluxes, as well as for upscaling and downscaling. Finally, we present ways forward to make better use of patterns in the escription of flow and transport processes in soil-vegetationatmosphere systems. |
| Identifier: | 10.1016/j.jhydrol.2016.08.053 (DOI) |
Responsible Party
| Creators: | Harry Vereecken (Author), Yakov A. Pachepsky (Author), Clemens Simmer (Author), Jehan Rihani (Author), Angela Kunoth (Author), Wolfgang Korres (Author), Alexander Graf (Author), Harrie-Jan Hendricks-Franssen (Author), Insa Thiele-Eich (Author), Yaping Shao (Author) |
| Publisher: | Elsevier |
| Publication Year: | 2017 |
Topic
| TR32 Topic: | Soil |
| Related Subprojects: | B1, Z2, C3, Z3, C7, C6, B6 |
| Subjects: | Keywords: Soil, Pattern, Soil Moisture, Wavelet |
| Geogr. Information Topic: | Climatology/Meteorology/Atmosphere |
File Details
| Filename: | Vereecken_2016_Jhydrol.pdf |
| Data Type: | Text - Article |
| File Size: | 3.1 MB |
| Date: | Accepted: 18.06.2016 |
| Mime Type: | application/pdf |
| Data Format: | |
| Language: | English |
| Status: | Completed |
Constraints
| Download Permission: | Only Project Members |
| General Access and Use Conditions: | According to the TR32DB data policy agreement. |
| Access Limitations: | According to the TR32DB data policy agreement. |
| Licence: | [TR32DB] Data policy agreement |
Geographic
Specific Information - Publication
| Publication Status: | Accepted |
| Review Status: | Peer reviewed |
| Publication Type: | Article |
| Article Type: | Journal |
| Source: | Journal of Hydrology |
| Source Website: | http://www.sciencedirect.com/science/article/pii/S0022169416305431 |
| Issue: | November 2016 |
| Volume: | 542 |
| Number of Pages: | 24 (63 - 86) |
Metadata Details
| Metadata Creator: | Constanze Curdt |
| Metadata Created: | 23.05.2017 |
| Metadata Last Updated: | 23.05.2017 |
| Subproject: | B1 |
| Funding Phase: | 3 |
| Metadata Language: | English |
| Metadata Version: | V50 |
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| Page Visits: | 1221 |
| Metadata Downloads: | 0 |
| Dataset Downloads: | 5 |
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