Skip to main content
Have a personal or library account? Click to login
Water Scarcity, Mountain Deforestation and the Economic Value of Water in a Small-Scale Irrigation System: A Case Study in East Java, Indonesia Cover

Water Scarcity, Mountain Deforestation and the Economic Value of Water in a Small-Scale Irrigation System: A Case Study in East Java, Indonesia

Open Access
|Jun 2021

Figures & Tables

Fig. 1

Map of the study area.

Source: own compilation.

Fig. 2

The scheme of the studied irrigation system.

Source: own compilation.

Fig. 3

Irrigation system in the studied area.

Source: photos taken by the authors.

Table 1

Variables in the model.

VariablesCodeDescription
Farm sizeX1Size of farmer's land (ha)
AgeX2Farmer's age (years)
EducationX3Farmer's formal education (years)
IncomeX4Farmer's income in one cropping season (US$/ha)
Distance to small damX5Distance of farmer's land to small dam (m)
Management in dry seasonDDummy variable representing type of irrigation used in the dry season: (1) private water pump and (0) irrigation from WUA.

[i] WUA – water user association.

[ii] Source: own compilation.

Table 2

Changes in land use in the Sanenrejo sub-watershed for the period 2011–2019.

No.Land use20112019Land use
(ha)(%)(ha)(%)Change(%)
1.Forest13,227.2347.7111,676.9742.12−1550.26−11.72
2.Plantation10,679.9138.5210,486.2137.83−193.70−1.81
3.Dryland2,480.258.954,001.9114.441,521.6761.35
4.Rice field748.432.70698.202.52−50.24−6.71
5.Open field266.760.96437.161.58170.4163.88
6.Residential320.201.15422.321.52102.1231.89
Total27,722.7727,722.77

[i] Source: own compilation.

Table 3

Trends of changes in mean discharge, peak discharge, discharge ratio and water volume in the Sanenrejo sub-watershed (2011–2019).

MonthAverage discharge (lt/s)Peak discharge (lt/s)Peak discharge/average discharge ratioVol. stored water (mm/year)
Wet season29.768**40.171**1.97**576**
Dry season 1−48.778**−140.492**−0.78**−84**
Dry season 2−13.864**−14.194**−1.83**325**
Wet season−54.590**−89.750**−2.59**166**
Dry season−59.549**−83.395**0.86**583**
Annual−47.175**−8.969**0.23**4,200**

Source: own calculation based on data from the Sanenrejo climate station.

Notes:

*** p < 0.01,

** p < 0.05,

* p < 0.10.

Table 4

Trends of changes in rainfall, number of rainy days and rain intensity in the Sanenrejo sub-watershed (2011–2019).

MonthRainfall (mm/year)Number of rainy days (day)Rain intensity
1993–20102011–2019D1993–20102011–2019D1993–20102011–2019D
Wet season−140**1.269**1.409−473**77−2.50**−0.39**2.10
Dry season 127**−1.055**−1.08222**0−0.39**−34.17**−33.78
Dry season 2−10**224**234−156**56−2.02**3.39**5.41
Wet season−64**120**184−191**92−0.75**−18.17**−17.42
Dry season11**74**64051**51−0.16**−29.96**−29.80
Annual−54**323**377−2−152**154−1.38**−26.41**−25.04

Source: own calculation based on data from the Sanenrejo climate station.

Notes:

*** p < 0.01,

** p < 0.05,

* p < 0.10.

Fig. 4

Land-use change in the Sanenrejo sub-watershed between 2011 (left) and 2019 (right).

Source: own compilation.

Table 5

Estimation results of the model.

VariableCoefficientst-test (p-value)
Constants1,283,7951.520 (0.13)ns
Farm size−1,702,240−3.012 (0.00)***
Age−301,349−0.027 (0.98)ns
Education−46,701−1.607 (0.11)ns
Income0.1467.549 (0.00)***
Distance to small dam−750,874−2.410 (0.02)**
Management in dry season2,144,3619.369 (0.00)***
n100
R20.83
F-test84.18
p-value0.000

Source: own calculation.

Notes:

*** p < 0.01,

** p < 0.05,

* p < 0.10.

ns – non-significant.

Fig. 5

Over-watered mature rice plant in the upper area.

Source: photo taken by the authors.

DOI: https://doi.org/10.2478/quageo-2021-0015 | Journal eISSN: 2081-6383 | Journal ISSN: 2082-2103 (formerly 0137-477X)
Language: English
Page range: 153 - 166
Submitted on: Oct 24, 2020
Published on: Jun 30, 2021
Published by: Adam Mickiewicz University
In partnership with: Paradigm Publishing Services
Related subjects:

© 2021 Subhan Arif Budiman, Mohammad Rondhi, Ahmad Fatikhul Khasan, Bagus Peratama, Rokhani, Anik Suwandari, Julian Adam Ridjal, Soemarno, Sugeng Prijono, Soedarto, published by Adam Mickiewicz University
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.