Spatial Variability and Optimal Number of Rain Gauges for Sampling Throughfall under Single Oak Trees during the Leafless Period
This study examined the spatial variability of throughfall (<i>T<sub>f</sub></i>) and its implications for sampling throughfall during the leafless period of oak trees. To do this, we measured <i>T<sub>f</sub></i> under five single Brant’s oak trees (&...
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doaj-f30a55fc465a405aa32b0b9010fbed582021-05-31T23:25:24ZengMDPI AGForests1999-49072021-05-011258558510.3390/f12050585Spatial Variability and Optimal Number of Rain Gauges for Sampling Throughfall under Single Oak Trees during the Leafless PeriodOmid Fathizadeh0Seyed Mohammad Moein Sadeghi1Iman Pazhouhan2Sajad Ghanbari3Pedram Attarod4Lei Su5Department of Forestry, Ahar Faculty of Agriculture and Natural Resources, University of Tabriz, Ahar 5451645857, IranTechnical Bureau of Forestry and Plantation, Natural Resources and Watershed Management Office of West Azerbaijan Province, Urmia 5719975898, IranFaculty of Natural Resource and Environment, Malayer University, Malayer 6571749647, IranDepartment of Forestry, Ahar Faculty of Agriculture and Natural Resources, University of Tabriz, Ahar 5451645857, IranDepartment of Forestry and Forest Economics, Faculty of Natural Resources, University of Tehran, Karaj 3158777871, IranInternational Joint Research Laboratory for Global Change Ecology, School of Life Sciences, Henan University, Kaifeng 475004, ChinaThis study examined the spatial variability of throughfall (<i>T<sub>f</sub></i>) and its implications for sampling throughfall during the leafless period of oak trees. To do this, we measured <i>T<sub>f</sub></i> under five single Brant’s oak trees (<i>Quercus brantii</i> var. <i>Persica</i>), in the Zagros region of Iran, spanning a six-month-long study period. Overall, the <i>T<sub>f</sub></i> amounted to 85.7% of gross rainfall. The spatial coefficient of variation (<i>CV</i>) for rainstorm total <i>T<sub>f</sub></i> volumes was 25%, on average, and it decreased as the magnitude of rainfall increased. During the leafless period, <i>T<sub>f</sub></i> was spatially autocorrelated over distances of 1 to 3.5 m, indicating the benefits of sampling with relatively elongated troughs. Our findings highlight the great variability of <i>T<sub>f</sub></i> under the canopies of Brant’s oaks during their leafless period. We may also conclude that the 29 <i>T<sub>f</sub></i> collectors used in the present study were sufficient to robustly estimate tree-scale <i>T<sub>f</sub></i> values within a 10% error of the mean at the 95% confidence level. Given that a ±10% uncertainty in <i>T<sub>f</sub></i> is associated with a ±100% uncertainty in interception loss, this underscores the challenges in its measurement at the individual tree level in the leafless season. These results are valuable for determining the number and placement of <i>T<sub>f</sub></i> collectors, and their expected level of confidence, when measuring tree-level <i>T<sub>f</sub></i> of scattered oak trees and those in forest stands.https://www.mdpi.com/1999-4907/12/5/585geostatisticleafless period<i>Quercus brantii</i> var. <i>Persica</i>sampling designthroughfallvariogram |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Omid Fathizadeh Seyed Mohammad Moein Sadeghi Iman Pazhouhan Sajad Ghanbari Pedram Attarod Lei Su |
spellingShingle |
Omid Fathizadeh Seyed Mohammad Moein Sadeghi Iman Pazhouhan Sajad Ghanbari Pedram Attarod Lei Su Spatial Variability and Optimal Number of Rain Gauges for Sampling Throughfall under Single Oak Trees during the Leafless Period Forests geostatistic leafless period <i>Quercus brantii</i> var. <i>Persica</i> sampling design throughfall variogram |
author_facet |
Omid Fathizadeh Seyed Mohammad Moein Sadeghi Iman Pazhouhan Sajad Ghanbari Pedram Attarod Lei Su |
author_sort |
Omid Fathizadeh |
title |
Spatial Variability and Optimal Number of Rain Gauges for Sampling Throughfall under Single Oak Trees during the Leafless Period |
title_short |
Spatial Variability and Optimal Number of Rain Gauges for Sampling Throughfall under Single Oak Trees during the Leafless Period |
title_full |
Spatial Variability and Optimal Number of Rain Gauges for Sampling Throughfall under Single Oak Trees during the Leafless Period |
title_fullStr |
Spatial Variability and Optimal Number of Rain Gauges for Sampling Throughfall under Single Oak Trees during the Leafless Period |
title_full_unstemmed |
Spatial Variability and Optimal Number of Rain Gauges for Sampling Throughfall under Single Oak Trees during the Leafless Period |
title_sort |
spatial variability and optimal number of rain gauges for sampling throughfall under single oak trees during the leafless period |
publisher |
MDPI AG |
series |
Forests |
issn |
1999-4907 |
publishDate |
2021-05-01 |
description |
This study examined the spatial variability of throughfall (<i>T<sub>f</sub></i>) and its implications for sampling throughfall during the leafless period of oak trees. To do this, we measured <i>T<sub>f</sub></i> under five single Brant’s oak trees (<i>Quercus brantii</i> var. <i>Persica</i>), in the Zagros region of Iran, spanning a six-month-long study period. Overall, the <i>T<sub>f</sub></i> amounted to 85.7% of gross rainfall. The spatial coefficient of variation (<i>CV</i>) for rainstorm total <i>T<sub>f</sub></i> volumes was 25%, on average, and it decreased as the magnitude of rainfall increased. During the leafless period, <i>T<sub>f</sub></i> was spatially autocorrelated over distances of 1 to 3.5 m, indicating the benefits of sampling with relatively elongated troughs. Our findings highlight the great variability of <i>T<sub>f</sub></i> under the canopies of Brant’s oaks during their leafless period. We may also conclude that the 29 <i>T<sub>f</sub></i> collectors used in the present study were sufficient to robustly estimate tree-scale <i>T<sub>f</sub></i> values within a 10% error of the mean at the 95% confidence level. Given that a ±10% uncertainty in <i>T<sub>f</sub></i> is associated with a ±100% uncertainty in interception loss, this underscores the challenges in its measurement at the individual tree level in the leafless season. These results are valuable for determining the number and placement of <i>T<sub>f</sub></i> collectors, and their expected level of confidence, when measuring tree-level <i>T<sub>f</sub></i> of scattered oak trees and those in forest stands. |
topic |
geostatistic leafless period <i>Quercus brantii</i> var. <i>Persica</i> sampling design throughfall variogram |
url |
https://www.mdpi.com/1999-4907/12/5/585 |
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