WoS: WOS:000391563300003
Scopus: SCOPUS_ID:85006354678
2016
artículo de investigación
Making accurate estimations of daily and annual R-s fluxes is key for understanding the carbon cycle process and projecting effects of climate change. In this study we used high-frequency sampling (24 measurements per day) of R-s in a temperate rainforest during 1 year, with the objective of answering the questions of when and how often measurements should be made to obtain accurate estimations of daily and annual R-s. We randomly selected data to simulate samplings of 1, 2, 4 or 6 measurements per day (distributed either during the whole day or only during daytime), combined with 4, 6, 12, 26 or 52 measurements per year. Based on the comparison of partial-data series with the full-data series, we estimated the performance of different partial sampling strategies based on bias, precision and accuracy. In the case of annual R-s estimation, we compared the performance of interpolation vs. using non-linear modelling based on soil temperature. The results show that, under our study conditions, sampling twice a day was enough to accurately estimate daily R-s (RMSE < 10% of average daily flux), even if both measurements were done during daytime. The highest reduction in RMSE for the estimation of annual R-s was achieved when increasing from four to six measurements per year, but reductions were still relevant when further increasing the frequency of sampling. We found that increasing the number of field campaigns was more effective than increasing the number of measurements per day, provided a minimum of two measurements per day was used. Including night-time measurements significantly reduced the bias and was relevant in reducing the number of field campaigns when a lower level of acceptable error (RMSE < 5 %) was established. Using nonlinear modelling instead of linear interpolation did improve the estimation of annual R-s, but not as expected. In conclusion, given that most of the studies of R-s use manual sampling techniques and apply only one measurement per day, we suggest performing an intensive sampling at the beginning of the study to determine minimum daily and annual frequencies of sampling.
| Revista | ISSN |
|---|---|
| Biogeosciences | 1726-4170 |
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| WOS |
|---|
| Geosciences, Multidisciplinary |
| Ecology |
| Scopus |
|---|
| Ecology, Evolution, Behavior And Systematics |
| Earth Surface Processes |
| SciELO |
|---|
| Sin Disciplinas |
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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.
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| Fuente |
|---|
| National Commission for Scientific & Technological Research of Chile (grant FONDECYT) |
| National Commission for Scientific & Technological Research of Chile (grant FONDEQUIP) |
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| Agradecimiento |
|---|
| The authors are grateful for the funding from the National Commission for Scientific & Technological Research of Chile (grants FONDEQUIP AIC-37 and FONDECYT 1130935). They also thank the administration and personnel at the Senda Darwin Biological Station and Richard Plant for his valuable comments on a preliminary version of the manuscript. |
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