Exploring Fruit Tree Species as Multifunctional Greenery: A Case of Its Distribution in Indonesian Cities
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Tree Data
2.3. City Data
2.4. Data Analysis and Limitations
3. Results
3.1. Species Distribution, Status, and Potential Hazards
3.2. The Smart City Project and City Characteristics
4. Discussion
4.1. Reviving Cities with Fruit Tree Species
4.2. FTS and City Services
4.3. Challenges for Sustainability
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Region | No. | Province Z | Fruit Tree Species | Total Tree Species | Fruit Species (%) | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Min | Max | Avg. | Min | Max | Avg. | Min | Max | Avg. | |||
Sumatera | 1 | Aceh | 2 | 31 | 12.5 | 10 | 74 | 31.2 | 20.0 | 41.9 | 30.74 |
2 | Bengkulu | 13 | 39 | 30.3 | 36 | 88 | 68.9 | 36.1 | 50.6 | 43.64 | |
3 | Jambi | 22 | 34 | 26.7 | 53 | 74 | 63.5 | 35.1 | 50.0 | 42.08 | |
4 | Babel | 16 | 44 | 32.9 | 47 | 90 | 73.4 | 34.0 | 52.9 | 44.28 | |
5 | Kepri | 7 | 35 | 18.8 | 33 | 62 | 45.3 | 21.2 | 56.5 | 38.05 | |
6 | Lampung | 27 | 43 | 34.1 | 65 | 99 | 82.7 | 33.3 | 48.9 | 41.49 | |
7 | Riau | 5 | 24 | 19.0 | 18 | 94 | 48.9 | 23.4 | 48.6 | 40.17 | |
8 | Sumbar | 19 | 31 | 27.4 | 48 | 75 | 63.2 | 38.6 | 56.9 | 43.80 | |
9 | Sumsel | 22 | 42 | 34.8 | 57 | 93 | 80.4 | 38.6 | 48.0 | 43.15 | |
10 | Sumut | 17 | 31 | 24.5 | 47 | 72 | 59.0 | 33.3 | 51.9 | 41.65 | |
Java | 11 | Banten | 24 | 46 | 35.2 | 71 | 105 | 89.0 | 33.8 | 46.9 | 39.23 |
12 | DIY | 31 | 37 | 33.6 | 74 | 90 | 80.8 | 36.7 | 44.0 | 41.72 | |
13 | DKI Jakarta | 18 | 26 | 22.2 | 54 | 82 | 65.2 | 31.6 | 37.1 | 34.16 | |
14 | Jawa Barat | 20 | 45 | 31.2 | 65 | 104 | 77.1 | 25.0 | 46.3 | 40.47 | |
15 | Jawa Tengah | 16 | 46 | 25.8 | 55 | 120 | 69.7 | 27.4 | 44.3 | 36.84 | |
16 | Jawa Timur | 22 | 34 | 27.5 | 56 | 101 | 74.7 | 28.4 | 42.0 | 37.06 | |
Bali | 17 | Bali | 9 | 35 | 17.4 | 18 | 78 | 46.4 | 23.7 | 50.0 | 37.90 |
Kalimantan | 18 | Kalbar | 21 | 31 | 27.0 | 53 | 72 | 59.0 | 39.6 | 53.6 | 45.83 |
19 | Kalsel | 11 | 23 | 19.0 | 23 | 55 | 41.0 | 36.4 | 52.4 | 47.21 | |
20 | Kaltara | 3 | 19 | 11.0 | 17 | 54 | 36.3 | 17.6 | 35.2 | 28.77 | |
21 | Kalteng | 6 | 20 | 16.0 | 29 | 58 | 46.6 | 20.7 | 38.5 | 33.34 | |
22 | Kaltim | 9 | 28 | 17.4 | 44 | 139 | 63.0 | 16.5 | 50.0 | 29.49 | |
Sulawesi | 23 | Gorontalo | 5 | 15 | 10.7 | 18 | 44 | 30.3 | 27.8 | 41.4 | 34.42 |
24 | Sulbar | 5 | 16 | 11.7 | 13 | 37 | 27.0 | 38.5 | 45.2 | 42.29 | |
25 | Sulsel | 14 | 32 | 24.0 | 49 | 69 | 56.5 | 26.4 | 65.3 | 43.17 | |
26 | Sulteng | 8 | 19 | 13.3 | 21 | 28 | 24.0 | 38.1 | 67.9 | 54.16 | |
27 | Sultra | 10 | 23 | 16.5 | 25 | 76 | 43.8 | 30.3 | 47.4 | 39.82 | |
28 | Sulut | 7 | 15 | 12.0 | 25 | 32 | 27.3 | 21.9 | 60.0 | 45.96 | |
Maluku | 29 | Maluku | 8 | 31 | 16.8 | 28 | 112 | 57.8 | 21.1 | 50.0 | 31.29 |
30 | Maluku Utara | 3 | 19 | 11.3 | 11 | 46 | 32.8 | 27.3 | 45.2 | 33.01 | |
Nusa Tenggara | 31 | NTB | 9 | 18 | 12.4 | 27 | 44 | 34.6 | 25.0 | 52.9 | 36.53 |
32 | NTT | 10 | 30 | 17.9 | 23 | 84 | 46.5 | 19.0 | 60.0 | 43.79 | |
Papua | 33 | Papua | 6 | 21 | 12.8 | 19 | 49 | 32.3 | 20.0 | 60.0 | 40.53 |
34 | Papua Barat | 10 | 19 | 15.6 | 35 | 76 | 48.4 | 25.0 | 41.5 | 33.26 | |
Indonesia | 12.8 | 29.5 | 21.1 | 37.3 | 75.8 | 53.72 | 28.6 | 49.5 | 39.4 |
Characteristic | Code | City Group (Total City) | Average Tree Species Counts z | ||
---|---|---|---|---|---|
Fruit | Non-Fruit | Total | |||
Smart project involvement | 1 | Smart city (n = 67) | 24.9 a | 41.5 a | 66.4 a |
2 | Non smart (n = 157) | 22.4 ab | 33.5 b | 55.9 b | |
p-value y | 0.080 | 0.000 | 0.002 | ||
Java-outside Java | 1 | Java (n = 62) | 28.6 a | 46.3 a | 74.9 a |
2 | Outside Java (n = 162) | 21.0 b | 31.8 b | 52.9 b | |
p-value | 0.000 | 0.000 | 0.000 | ||
Wallace’s zone | 1 | Western (n = 171) | 25.7 a | 39.4 a | 65.2 a |
2 | Eastern (n = 53) | 14.8 b | 24.5 b | 39.3 b | |
p-value | 0.000 | 0.000 | 0.000 | ||
Altitude | 1 | Low (n = 210) | 23.5 a | 36.2 a | 59.9 a |
2 | High (n = 14) | 16.9 b | 31.4 a | 48.3 a | |
p-value | 0.014 | 0.248 | 0.065 | ||
Climatic zone | 1 | A (n = 132) | 22.3 a | 33.5 b | 55.9 ab |
2 | B (n = 28) | 25.4 a | 42.6 a | 67.9 a | |
3 | C (n = 28) | 25.4 a | 42.9 a | 68.1 a | |
4 | D (n = 19) | 24.7 a | 38.2 ab | 62.9 ab | |
5 | E (n = 9) | 22.3 a | 32.9 a | 56.1 ab | |
6 | F (n = 4) | 17.0 a | 28.8 bc | 45.8 ab | |
7 | G (n = 2) | 13.5 a | 11.0 c | 24.5 b | |
p-value | 0.241 | 0.248 | 0.065 | ||
City population | 1 | Megapolitan (n = 5) | 22.2 a | 43.0 ab | 65.2 ab |
2 | Metropolitan (n = 8) | 24.4 a | 45.1 a | 69.5 ab | |
3 | Large (n = 17) | 27.4 a | 45.2 a | 72.6 a | |
4 | Medium (n = 50) | 23.2 a | 38.3 ab | 61.5 ab | |
5 | Small (n = 144) | 22.6 a | 33.2 b | 55.9 b | |
p-value | 0.421 | 0.002 | 0.020 | ||
City vision | 1 | Education (n = 10) | 32.8 a | 49.5 a | 82.3 a |
2 | Tourism (n = 64) | 21.7 b | 34.8 b | 56.5 b | |
3 | Heritage (n = 19) | 22.3 b | 33.2 b | 56.3 b | |
4 | Culture (n = 39) | 24.4 ab | 35.4 ab | 59.8 ab | |
5 | Business (n = 32) | 22.1 b | 35.7 ab | 57.5 ab | |
6 | Agrarian (n = 23) | 21.7 b | 32.3 b | 53.9 b | |
7 | Religious (n = 21) | 23.8 ab | 41.1 ab | 64.9 ab | |
8 | Industrial (n = 6) | 23.8 ab | 39.0 ab | 62.8 ab | |
9 | Undefined (n = 7) | 25.4 ab | 32.0 b | 57.4 ab | |
p-value | 0.094 | 0.090 | 0.066 | ||
Island group | 1 | Java (n = 62) | 28.6 a | 46.3 a | 74.9 a |
2 | Sumatera (n = 78) | 26.4 ab | 36.6 b | 63.2 b | |
3 | Kalimantan (n = 26) | 18.2 b | 33.4 b | 51.6 bc | |
4 | Sulawesi (n = 20) | 15.3 b | 21.1 c | 36.4 c | |
5 | Maluku (n = 8) | 14.0 b | 31.3 bc | 45.3 c | |
6 | Papua (n = 13) | 13.9 b | 24.6 bc | 38.5 c | |
7 | Bali (n = 5) | 17.4 b | 29.0 bc | 46.4 bc | |
8 | NTB (n = 5) | 12.4 b | 22.2 bc | 34.6 c | |
9 | NTT (n = 7) | 17.9 b | 28.2 bc | 46.5 bc | |
p-value | 0.000 | 0.000 | 0.000 | ||
Province group | 1 | Banten (n = 6) | 35.2 a | 53.8 a | 89.0 a |
2 | DKI Jakarta (n = 5) | 22.2 bc | 43.0 b | 65.2 ab | |
3 | Jawa Barat (n = 13) | 31.2 ab | 45.9 b | 77.1 a | |
4 | Jawa Tengah (n = 17) | 25.8 b | 43.9 b | 69.7 b | |
5 | DIY (n = 5) | 33.6 ab | 47.2 b | 80.8 a | |
6 | Jawa Timur (n = 16) | 27.5 ab | 47.2 b | 74.7 a | |
7 | Aceh (n = 8) | 12.5 c | 20.3 c | 31.2 c | |
8 | Sumut (n = 11) | 24.6 b | 34.5 b | 59.0 bc | |
9 | Sumbar (n = 9) | 27.4 ab | 35.8 b | 63.2 b | |
10 | Riau (n = 8) | 19.0 bc | 29.9 bc | 48.9 bc | |
11 | Kepri (n = 4) | 18.8 bc | 26.5 bc | 45.3 bc | |
12 | Jambi (n = 6) | 26.7 ab | 36.8 b | 63.5 b | |
13 | Bengkulu (n = 8) | 30.3 ab | 38.6 b | 68.9 b | |
14 | Sumsel (n = 10) | 34.8 a | 45.6 b | 80.4 a | |
15 | Babel (n = 7) | 32.9 ab | 40.6 b | 73.4 ab | |
16 | Lampung (n = 7) | 34.1 a | 48.6 b | 82.7 a | |
17 | Kalbar (n = 5) | 27.0 ab | 32.0 bc | 59.0 bc | |
18 | Kalteng (n = 5) | 16.0 c | 30.6 bc | 46.6 bc | |
19 | Kalsel (n = 4) | 19.0 bc | 22.0 bc | 41.0 bc | |
20 | Kaltim (n = 8) | 17.4 bc | 45.6 b | 63.0 b | |
21 | Kaltara (n = 4) | 11.0 c | 25.3 bc | 36.3 c | |
22 | Sulsel (n = 4) | 24.0 b | 32.5 bc | 56.5 bc | |
23 | Sultra (n = 4) | 16.5 c | 27.3 bc | 43.8 bc | |
24 | Sulbar (n = 3) | 11.7 c | 15.3 c | 27.0 c | |
25 | Sulteng (n = 3) | 13.3 c | 10.7 c | 24.0 c | |
26 | Sulut (n = 3) | 12.0 c | 15.3 c | 27.3 c | |
27 | Gorontalo (n = 3) | 10.7 c | 19.7 c | 30.3 c | |
28 | Maluku (n = 4) | 16.7 c | 41.0 b | 57.8 bc | |
29 | Maluku Utara (n = 4) | 11.3 c | 21.5 bc | 32.8 c | |
30 | Papua (n = 8) | 12.8 c | 19.5 c | 32.3 c | |
31 | Papua Barat (n = 5) | 15.6 c | 32.8 bc | 48.4 bc | |
32 | Bali (n = 5) | 17.4 bc | 29.0 bc | 46.4 bc | |
33 | NTB (n = 5) | 12.4 c | 22.2 bc | 34.6 c | |
34 | NTT (n = 7) | 17.9 bc | 28.2 bc | 46.5 bc | |
p-value | 0.000 | 0.000 | 0.000 |
Category z | Smart | Java | Island | Province | Wallaces’ Line | Altitude | Climate | City pop. | City Vision |
---|---|---|---|---|---|---|---|---|---|
Smart | 0.000 | 0.001 | 0.000 | 0.007 | 0.476 | 0.028 | 0.000 | 0.872 | |
Java | 0.424 | 0.000 | 0.000 | 0.000 | 0.936 | 0.000 | 0.000 | 0.049 | |
Island | 0.214 | 0.549 | 0.000 | 0.000 | 0.640 | 0.077 | 0.002 | 0.243 | |
Province | 0.261 | 0.674 | 0.932 | 0.000 | 0.894 | 0.927 | 0.000 | 0.135 | |
Wallaces’ Line | 0.180 | 0.344 | 0.775 | 0.779 | 0.275 | 0.112 | 0.040 | 0.818 | |
Altitude | 0.048 | −0.005 | 0.031 | −0.009 | 0.073 | 0.341 | 0.379 | 0.131 | |
Climate | −0.147 | −0.349 | 0.118 | −0.006 | 0.106 | 0.064 | 0.896 | 0.356 | |
City pop. | 0.455 | 0.336 | 0.202 | 0.259 | 0.138 | 0.059 | 0.009 | 0.783 | |
City Vision | 0.011 | −0.132 | −0.078 | −0.100 | 0.015 | −0.101 | −0.062 | 0.018 |
Responses | Predictors for City Category z | R-Seq (%) | Durbin–Watson | p-Value (F Test) | |||||
---|---|---|---|---|---|---|---|---|---|
Constant | Smart | Wallace’s | Altitude | Vision | |||||
Fruit species | Coef. | 43.145 | −0.592 | −10.580 | −5.269 | −0.079 | 24.3 | 1.187 | 0.000 |
Total DF = 223 | SE Coef. | 3.727 | 1.276 | 1.377 | 2.393 | 0.280 | |||
T | 11.58 | −0.46 | −7.68 | −2.20 | −0.28 | ||||
p-value | 0.000 | 0.643 | 0.000 | 0.029 | 0.776 | ||||
VIF | - | 1.0 | 1.0 | 1.0 | 1.0 | ||||
Non-Fruit | Coef. | 65.507 | −5.660 | −13.741 | −2.589 | −0.066 | 20.6 | 1.611 | 0.000 |
Total DF = 220 | SE Coef. | 5.922 | 2.033 | 2.207 | 3.805 | 0.446 | |||
T | 11.06 | −2.78 | −6.23 | −0.68 | −0.15 | ||||
p-value | 0.000 | 0.006 | 0.000 | 0.497 | 0.882 | ||||
VIF | - | 1.0 | 1.0 | 1.0 | 1.0 | ||||
Total Species | Coef. | 108.876 | −6.119 | −24.430 | −7.965 | −0.176 | 26.0 | 1.356 | 0.000 |
Total DF = 220 | SE Coef. | 8.538 | 2.932 | 3.182 | 5.486 | 0.644 | |||
T | 12.75 | −2.09 | −7.68 | −1.45 | −0.27 | ||||
p-value | 0.000 | 0.038 | 0.000 | 0.148 | 0.785 | ||||
VIF | - | 1.0 | 1.0 | 1.0 | 1.0 |
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Santosa, E.; Susila, A.D.; Widodo, W.D.; Nasrullah, N.; Ruwaida, I.P.; Sari, R. Exploring Fruit Tree Species as Multifunctional Greenery: A Case of Its Distribution in Indonesian Cities. Sustainability 2021, 13, 7835. https://doi.org/10.3390/su13147835
Santosa E, Susila AD, Widodo WD, Nasrullah N, Ruwaida IP, Sari R. Exploring Fruit Tree Species as Multifunctional Greenery: A Case of Its Distribution in Indonesian Cities. Sustainability. 2021; 13(14):7835. https://doi.org/10.3390/su13147835
Chicago/Turabian StyleSantosa, Edi, Anas Dinurrohman Susila, Winarso Drajad Widodo, Nizar Nasrullah, Ismi Puji Ruwaida, and Rismita Sari. 2021. "Exploring Fruit Tree Species as Multifunctional Greenery: A Case of Its Distribution in Indonesian Cities" Sustainability 13, no. 14: 7835. https://doi.org/10.3390/su13147835
APA StyleSantosa, E., Susila, A. D., Widodo, W. D., Nasrullah, N., Ruwaida, I. P., & Sari, R. (2021). Exploring Fruit Tree Species as Multifunctional Greenery: A Case of Its Distribution in Indonesian Cities. Sustainability, 13(14), 7835. https://doi.org/10.3390/su13147835