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Spatial-Temporal Trend Analysis of Rainfall Erosivity and Erosivity Density of Tropical Area in Air Bengkulu Watershed, Indonesia Cover

Spatial-Temporal Trend Analysis of Rainfall Erosivity and Erosivity Density of Tropical Area in Air Bengkulu Watershed, Indonesia

Open Access
|Sep 2021

Figures & Tables

Fig. 1

Spatial distribution of mean annual rainfall and stations used for calculating the rainfall erosivity and the erosivity density (ED) in Air Bengkulu watershed.
Spatial distribution of mean annual rainfall and stations used for calculating the rainfall erosivity and the erosivity density (ED) in Air Bengkulu watershed.

Fig. 2

The boxplots indicate the trends for rainfall and rainfall erosivity related to the monthly models. Its's displayed in figure rainfall (blue), rainfall erosivity (red) in the Air Bengkulu watershed.
The boxplots indicate the trends for rainfall and rainfall erosivity related to the monthly models. Its's displayed in figure rainfall (blue), rainfall erosivity (red) in the Air Bengkulu watershed.

Fig. 3

Map of monthly rainfall erosivity in the Air Bengkulu watershed (same range from 66 MJ · mm−1 · ha−1 · h−1 · a−1 to >841 MJ · mm−1 · ha−1 · h−1 · a−1) using the IDW interpolation method.
Map of monthly rainfall erosivity in the Air Bengkulu watershed (same range from 66 MJ · mm−1 · ha−1 · h−1 · a−1 to >841 MJ · mm−1 · ha−1 · h−1 · a−1) using the IDW interpolation method.

Fig. 4

The boxplots indicate the trends for erosivity density (ED) as the ratio of rainfall erosivity (interpolated erosivity map based on IDW) with monthly rainfall data in the Air Bengkulu watershed.
The boxplots indicate the trends for erosivity density (ED) as the ratio of rainfall erosivity (interpolated erosivity map based on IDW) with monthly rainfall data in the Air Bengkulu watershed.

Fig. 5

Map of monthly erosivity density (ED) of the Air Bengkulu watershed (same range from 00.26 MJ · ha−1 · h−1 to > 1.59 MJ · ha−1 · h−1) using the IDW interpolation method.
Map of monthly erosivity density (ED) of the Air Bengkulu watershed (same range from 00.26 MJ · ha−1 · h−1 to > 1.59 MJ · ha−1 · h−1) using the IDW interpolation method.

Characteristics of gauging weather stations used in this study (acc_ BMKG Station Class I Pulau Baai, Bengkulu)_

NoStationCoordinatesLength of recordElevationMonth Rainfall
LatitudeLongitudeminmaxμσ
[S][E]PeriodYears[m][mm]
1Anak Dalam−3.70339102.462010–20201114927601256131
2Jayakarta−3.815102.372008–2020133920763261154
3Merigi Sakti−3.65281102.40222011–20201014910854303157
4Taba Penanjung−3.70339102.51122006–20201514919773312158
5Karang Tinggi−3.74707102.43332013–202088413717253141
6Pagar Jati−3.60677102.3812010–2020111364947624993
7RM Liku Sembilan−3.69774102.52642014–2020714911447826184
8Tanjung Heran−3.67209102.54542014–20207149102550268105
9Taba Teret−3.68685102.53392014–2020714912850926193
10Talang empat−3.78407102.36352010–2020103049667257113
11Muara Bangkahulu−3.768102.292010–2020113011606231125
12Padang Harapan−3.82169102.292011–202010306834249156
13Meteo Bengkulu−3.863102.3282011–202010305591249143
14Tanjung Agung−3.79222102.32042010–2020112923927297176
15UNIB−3.75894102.272011–2020108.516585262143
16Pulau Baai−3.881102.3082006–2020152014609266136
17Talang Pauh−3.694102.252011–20201024111033294192
18Disperta Bengkulu−3.81271102.30612016–202058.57549124793
19Fatmawati−3.85826102.33682011–202010245764263156

Test statistical analysis results for monthly erosivity density (ED)_

NoStationEq. RegressionSpearman's RhoMann KendallTrend
r2β1β0rsZsrsZs
1Anak Dalam0.938*0.005−0.6980.963*40.427−436−0.473Decreasing
2Jayakarta0.879*0.005−0.4980.929*31.512−10−0.381Decreasing
3Merigi Sakti0.911*0.005−0.6660.964*39.2151470.181Increasing
4Taba Penanjung0.937*0.004−0.5240.972*55.0334160.278Increasing
5Karang Tinggi0.969*0.006−0.7310.986*57.025280.047Increasing
6Pagar Jati0.923*0.006−0.6680.956*37.012−69−0.075Decreasing
7RM Liku Sembilan0.970*0.005−0.4690.989*60.176−2870.612Increasing
8Tanjung Heran0.984*0.005−0.6430.994*81.788−1470.314Increasing
9Taba Teret0.989*0.005−0.6570.993*75.664−240.053Increasing
10Talang empat0.949*0.005−0.6800.980*55.934−104−0.112Decreasing
11Muara Bangkahulu0.863*0.005−0.4000.949*34.1883960.423Increasing
12Padang Harapan0.881*0.005−0.5160.950*32.9091370.168Increasing
13Meteo Bengkulu0.887*0.005−0.4550.953*34.0241880.321Increasing
14Tanjung Agung0.942*0.005−0.7160.974*48.831−290.032Increasing
15UNIB0.913*0.004−0.5050.957*35.684750.092Increasing
16Pulau Baai0.907*0.005−0.5450.961*46.232−22−0.015Decreasing
17Talang Pauh0.795*0.004−0.3010.904*22.8711510.186Increasing
18Disperta Bengkulu0.967*0.005−0.5920.993*75.664−190.042Increasing
19Fatmawati0.960*0.005−0.6230.978*50.7121470.181Increasing

Homogeneity test (Bartlett's test) and statistic Shapiro-Wilk's (SW) parametric test on the weather stations_

NoStationHomogeneityNormality
RainfallRainfall erosivityErosivity densityRainfallRainfall erosivityErosivity density
1Anak DalamSNSNSSSS
2JayakartaSNSNSSSS
3Merigi SaktiSNSNSSSS
4Taba PenanjungSNSNSSSS
5Karang TinggiNSNSNSSSS
6Pagar JatiSNSNSSSS
7RM Liku SembilanSNSNSSSS
8Tanjung HeranNSSNSSSS
9Taba TeretSNSNSSSS
10Talang empatSNSNSSSS
11Muara BangkahuluSNSNSSSS
12Padang HarapanSNSNSSSS
13Meteo BengkuluSNSNSSSS
14Tanjung AgungSNSNSSSS
15UNIBNSSNSSSS
16Pulau BaaiNSSNSSSS
17Talang PauhSNSNSSSS
18Disperta BengkuluSNSNSSSS
19FatmawatiSNSNSSSS

Test statistical analysis results for monthly rainfall erosivity_

NoStationEq. RegressionSpearman's RhoMann KendallTrend
r2β1β0rsZsrsZs
1Anak Dalam0.971*3.950−762.0950.983*60.572−205−0.223Decreasing
2Jayakarta0.953*3.021501.1540.974*53.3539930.825Increasing
3Merigi Sakti0.948*3.535−720.3380.984*59.7393030.374Increasing
4Taba Penanjung0.964*2.730509.7430.986*78.6707250.485Increasing
5Karang Tinggi0.983*3.651−637.4700.993*81.0751590.090Increasing
6Pagar Jati0.966*1.975−553.1890.981*57.431−36−0.040Decreasing
7RM Liku Sembilan0.980*2.476−457.6740.994*81.778−354−0.754Decreasing
8Tanjung Heran0.990*2.529−450.8890.997*115.928−171−3.65Decreasing
9Taba Teret0.989*2.509−449.9310.997*115.928−55−0.119Decreasing
10Talang empat0.972*2.998−529.2420.992*89.252−134−0.145Decreasing
11Muara Bangkahulu0.921*2.251−296.6830.978*53.2497130.762Increasing
12Padang Harapan0.937*3.426−539.4410.979*51.9453390.418Increasing
13Meteo Bengkulu0.949*2.832−440.1860.978*50.7122540.313Increasing
14Tanjung Agung0.974*3.740−726.4210.988*72.65380.007Increasing
15UNIB0.962*2.900−498.6570.981*54.6941820.224Increasing
16Pulau Baai0.956*2.739−462.0220.980*65.5191250.083Increasing
17Talang Pauh0.910*2.640−431.2550.962*38.1091310.161Increasing
18Disperta Bengkulu0.971*2.414−392.6460.996*84.156−24−0.053Decreasing
19Fatmawati0.983*3.422−585.4850.990*75.910−161−0.200Decreasing
DOI: https://doi.org/10.2478/quageo-2021-0028 | Journal eISSN: 2081-6383 | Journal ISSN: 2082-2103
Language: English
Page range: 125 - 142
Submitted on: May 23, 2021
Published on: Sep 30, 2021
Published by: Adam Mickiewicz University
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
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© 2021 Supriyono Supriyono, Sugeng Utaya, Didik Taryana, Budi Handoyo, published by Adam Mickiewicz University
This work is licensed under the Creative Commons Attribution 4.0 License.