Bioindicators for Forest Area Condition: A Systematic Literature Review

Authors

  • Abdulkadir Rahardjanto Universitas Muhammadiyah Malang
  • H. Husamah Universitas Muhammadiyah Malang
  • Aisha Azaria Universitas Muhammadiyah Malang
  • Citra Aulianisa Lubis Universitas Muhammadiyah Malang
  • Eva Ayuntya Universitas Muhammadiyah Malang
  • Fauzan Wisnu Alfikri Universitas Muhammadiyah Malang

DOI:

https://doi.org/10.36312/esaintika.v8i1.1793

Keywords:

bioindicator, biology, forest, systematic literature review

Abstract

Flora and fauna are essential components of ecosystems, playing a vital role in maintaining environmental balance. They also serve as bioindicators for assessing forest health. As a result, many researchers have focused their studies on bioindicators, as evidenced by the extensive literature published in journals. The objective of this Systematic Literature Review (SLR) is to systematically identify, study, evaluate, and interpret data from relevant journal articles. We conducted a search in the Scopus database using the keyword "Bioindicator Forest," which yielded a total of 248 articles. After applying our criteria, we narrowed our research to only 49 articles. To conduct our inclusion and exclusion process, we utilized PRISMA guidelines. Analyzing the publication trend on the topic of forest bioindicators, we observed a decline from 2021 to 2023. However, in 2020, we noted a peak with nine articles published. Regarding the research approach, forest bioindicator studies employ quantitative, qualitative, and mixed methods. Notably, the most prominent authors in this field are F. Helbing, J. Litavsky, S Stasiov, Dominguez, and De Deyn. The dominant keyword used in these studies is biodiversity, often related to forestry botany. The authors of these articles originate from 29 different countries, with Europe contributing the majority at 62.07%. Collaboration-wise, a significant number of articles were published through both national and international collaborations. Furthermore, 47 articles received support or sponsorship from external parties. In our discussion, we explore the various techniques, instruments, and data analyses employed in these studies. Overall, this SLR serves as a comprehensive reference for researchers investigating forest bioindicators. Its findings contribute to the diversification of subjects and the enrichment of alternative bioindicators for forest ecosystems.

Downloads

Download data is not yet available.

Author Biography

H. Husamah, Universitas Muhammadiyah Malang

Scopus ID: 57195803428

References

Aagaard, K., Mongeon, P., Ramos-Vielba, I., & Thomas, D. A. (2021). Getting to the bottom of research funding: Acknowledging the complexity of funding dynamics. PLOS ONE, 16(5), e0251488. https://doi.org/10.1371/journal.pone.0251488

Abas, A. (2023). A systematic literature review on the forest health biomonitoring technique: A decade of practice, progress, and challenge. Frontiers in Environmental Science, 11(January), 1–11. https://doi.org/10.3389/fenvs.2023.970730

Adla, K., Dejan, K., Neira, D., & Dragana, Š. (2022). Chapter 9 - Degradation of ecosystems and loss of ecosystem services (J. C. Prata, A. I. Ribeiro, & T. B. T.-O. H. Rocha-Santos (eds.); pp. 281–327). Academic Press. https://doi.org/https://doi.org/10.1016/B978-0-12-822794-7.00008-3

Aju, P. C., Iwuchukwu, J. J. I., & Ibe, C. C. (2015). Our Forests, Our Environment, Our Sustainable Livelihoods. European Journal of Academic Essays, 2(4), 6–19. www.euroessays.org

Alamah, Z., AlSoussy, I., & Fakih, A. (2023). The Role of International Research Collaboration and Faculty Related Factors in Publication Citations: Evidence from Lebanon. In Economies (Vol. 11, Issue 3). https://doi.org/10.3390/economies11030090

Ali, A. (2019). Forest stand structure and functioning: Current knowledge and future challenges. Ecological Indicators, 98, 665–677. https://doi.org/https://doi.org/10.1016/j.ecolind.2018.11.017

Almeida, A. M., Filho, J. E. A., & Souza, R. M. (2020). In bromeliad phytotelma, anthropic disturbance does not affect the nematode trophic structure. Journal of Nematology, 52. https://doi.org/10.21307/JOFNEM-2020-101

Barbosa, R. N., Bezerra, J. D. P., Costa, P. M. O., de Lima-Júnior, N. C., de Souza Galvão, I. R. G. A., dos Santos-Júnior, A. A., Fernandes, M. J., de Souza-Motta, C. M., & Oliveira, N. T. (2016). Aspergillus and Penicillium (Eurotiales: Trichocomaceae) in soils of the Brazilian tropical dry forest: Diversity in an area of environmental preservation. Revista de Biologia Tropical, 64(1), 45–53. https://doi.org/10.15517/rbt.v64i1.18223

Baur, X., Soskolne, C. L., & Bero, L. A. (2019). How can the integrity of occupational and environmental health research be maintained in the presence of conflicting interests? Environmental Health, 18(1), 93. https://doi.org/10.1186/s12940-019-0527-x

Beale, D. J., Jones, O. A. H., Bose, U., Broadbent, J. A., Walsh, T. K., van de Kamp, J., & Bissett, A. (2022). Omics-based ecosurveillance for the assessment of ecosystem function, health, and resilience. Emerging Topics in Life Sciences, 6(2), 185–199. https://doi.org/10.1042/ETLS20210261

Beck, S., Mahdad, M., Beukel, K., & Poetz, M. (2019). The Value of Scientific Knowledge Dissemination for Scientists—A Value Capture Perspective. In Publications (Vol. 7, Issue 3). https://doi.org/10.3390/publications7030054

Beckmann-Wübbelt, A., Türk, L., Almeida, I., Fricke, A., Sotirov, M., & Saha, S. (2023). Climate change adaptation measures conflicted with the recreational demands on city forests during COVID-19 pandemic. Npj Urban Sustainability, 3(1). https://doi.org/10.1038/s42949-023-00096-y

Benson, E., Wel, B. De, Hattingh, E., Montmasson-Clair, G., Goswami, G., Forsyth, L., Zürker, M., Leotaud, N., & Farran, P. (2011). Building Back Greener: International Environmental Protection and Achieving the Sustainable Development Goals in the Context of COVID-19 (Issue March). UNEP.

Berglund, H., Carré, A., Halada, L., Kanka, R., Kudrnovsky, H., Paternoster, D., & Roscher, S. (2021). Forest & Biodiversity in Europe, an overview. In Technical Paper N° 4.

Bernardes Júnior, E. J., Rocha, E. C., Jesus, F. G., Oliveira, M. A., & Araújo, M. S. (2020). Dry Forest Fragmentation in Brazilian Cerrado and Its Effects on Communities of Ground Foraging Ants. Florida Entomologist, 103(3), 384–391. https://doi.org/10.1653/024.103.0311

Bhaduri, D., Sihi, D., Bhowmik, A., Verma, B. C., Munda, S., & Dari, B. (2022). A review on effective soil health bio-indicators for ecosystem restoration and sustainability. Frontiers in Microbiology, 13, 938481. https://doi.org/10.3389/fmicb.2022.938481

Bini, D., Figueiredo, A. F., da Silva, M. C. P., Vasconcellos, R. L. F., & Cardoso, E. J. B. N. (2013). Microbial biomass and activity in litter during the initial development of pure and mixed plantations of Eucalyptus grandis and Acacia mangium. Revista Brasileira de Ciencia Do Solo, 37(1), 76–85. https://doi.org/10.1590/S0100-06832013000100008

Borer, E. T., MacDougall, A. S., Stevens, C. J., Sullivan, L. L., Wilfahrt, P. A., & Seabloom, E. W. (2023). Writing a massively multi-authored paper: Overcoming barriers to meaningful authorship for all. Methods in Ecology and Evolution, 14(6), 1432–1442. https://doi.org/https://doi.org/10.1111/2041-210X.14096

Bramer, W. M., de Jonge, G. B., Rethlefsen, M. L., Mast, F., & Kleijnen, J. (2018). A systematic approach to searching: an efficient and complete method to develop literature searches. Journal of the Medical Library Association?: JMLA, 106(4), 531–541. https://doi.org/10.5195/jmla.2018.283

Brancalion, P. H. S., Broadbent, E. N., de-Miguel, S., Cardil, A., Rosa, M. R., Almeida, C. T., Almeida, D. R. A., Chakravarty, S., Zhou, M., Gamarra, J. G. P., Liang, J., Crouzeilles, R., Hérault, B., Aragão, L. E. O. C., Silva, C. A., & Almeyda-Zambrano, A. M. (2020a). Emerging threats linking tropical deforestation and the COVID-19 pandemic. Perspectives in Ecology and Conservation, 18(4), 243–246. https://doi.org/10.1016/j.pecon.2020.09.006

Brancalion, P. H. S., Broadbent, E. N., de-Miguel, S., Cardil, A., Rosa, M. R., Almeida, C. T., Almeida, D. R. A., Chakravarty, S., Zhou, M., Gamarra, J. G. P., Liang, J., Crouzeilles, R., Hérault, B., Aragão, L. E. O. C., Silva, C. A., & Almeyda-Zambrano, A. M. (2020b). Emerging threats linking tropical deforestation and the COVID-19 pandemic. Perspectives in Ecology and Conservation, 18(4), 243–246. https://doi.org/https://doi.org/10.1016/j.pecon.2020.09.006

Bugmann, H., & Seidl, R. (2022). The evolution, complexity and diversity of models of long-term forest dynamics. Journal of Ecology, 110(10), 2288–2307. https://doi.org/https://doi.org/10.1111/1365-2745.13989

Cardoso, I. B., do Vale Beirão, M., Cuevas-Reyes, P., Maldonado-López, Y., Aguilar-Peralta, J. S., & de Abreu Moreira, P. (2021). Effects of landscape disturbance on seed germination of Enterolobium contortisiliquum (Fabaceae) in Brazilian seasonally tropical dry forest: Are seeds a sensitive biomarker of environmental stress? Ecological Indicators, 125. https://doi.org/10.1016/j.ecolind.2021.107451

Carron, A. I., Garibaldi, L. A., Marquez, S., & Fontenla, S. (2020). The soil fungal community of native woodland in Andean Patagonian forest: A case study considering experimental forest management and seasonal effects. Forest Ecology and Management, 461. https://doi.org/10.1016/j.foreco.2020.117955

Castro, A., & Espinosa, C. I. (2015). Seasonal diversity of butterflies and its relationship with woody-plant resources availability in an Ecuadorian tropical dry forest. Tropical Conservation Science, 8(2), 333–351. https://doi.org/10.1177/194008291500800205

Cerqueira, L. S., Trindade, A. V, Pinheiro, L. R. B., & Sousa, C. S. (2023). Microbiological properties of soils are sensitive to changes provided by organic cultivation of banana ‘BRS Princesa’ in the semi-arid region. Acta Scientiarum - Biological Sciences, 45. https://doi.org/10.4025/actascibiolsci.v45i1.60974

Céspedes, J., Sylvester, J. M., Pérez-Marulanda, L., Paz-Garcia, P., Reymondin, L., Khodadadi, M., Tello, J. J., & Castro-Nunez, A. (2023). Has global deforestation accelerated due to the COVID-19 pandemic? Journal of Forestry Research, 34(4), 1153–1165. https://doi.org/10.1007/s11676-022-01561-7

Chowdhury, S., Dubey, V. K., Choudhury, S., Das, A., Jeengar, D., Sujatha, B., Kumar, A., Kumar, N., Semwal, A., & Kumar, V. (2023). Insects as bioindicator: A hidden gem for environmental monitoring. Frontiers in Environmental Science, 11(1146052), 1–16. https://doi.org/10.3389/fenvs.2023.1146052

Chu, E. W., & Karr, J. R. (2017). Environmental impact: Concept, consequences, measurement. Reference Module in Life Sciences, 2017(1), 1–22. https://doi.org/10.1016/B978-0-12-809633-8.02380-3

Clores, V. M., & Clores, V. M. (2021). Higher Education Institution Research Dissemination and Utilization through the Lens of Community Engagement. ASEAN Journal of Community Engagement, 5(2), 315–334. https://doi.org/10.7454/ajce.v5i2.1139

Daniel, E. (2016). The usefulness of qualitative and quantitative approaches and methods in researching problem-solving ability in science education curriculum. Journal of Education and Practice, 7(15), 91–100. https://doi.org/2222-288X

Dawadi, S., Shrestha, S., & Giri, R. A. (2021). Mixed-Methods Research: A Discussion on its Types, Challenges, and Criticisms. Journal of Practical Studies in Education, 2(2), 25–36. https://doi.org/10.46809/jpse.v2i2.20

de Azcárate, J. G., & Costilla, O. G. (2015). Pisos de vegetación de la sierra de catorce y territorios circundantes (San Luis Potosí, México). Acta Botanica Mexicana, 94, 91–123. https://doi.org/10.21829/ABM94.2011.272

de Sousa, W. O., Sousa, L. E., da Silva, F. R. J., da Graça Santos, W. I., & Aranda, R. (2019). Composition and structure of the frugivorous butterfly community (Lepidoptera: Nymphalidae) at the Serra Azul State Park (PESA), Mato Grosso, Brazil. Zoologia, 36. https://doi.org/10.3897/zoologia.36.e27708

DeAngelis, C. D., Fontanarosa, P. B., & Flanagin, A. (2001). Reporting Financial Conflicts of Interest and Relationships Between Investigators and Research Sponsors. JAMA, 286(1), 89–91. https://doi.org/10.1001/jama.286.1.89

Delias, P., Falk, M. T., & Ridderstaat, J. (2024). Crafting impactful papers: Expectations and recommendations for Business and management articles. Heliyon, 10(1), e22871. https://doi.org/https://doi.org/10.1016/j.heliyon.2023.e22871

Domínguez-Begines, J., De Deyn, G. B., García, L. V, Eisenhauer, N., & Gómez-Aparicio, L. (2019). Cascading spatial and trophic impacts of oak decline on the soil food web. Journal of Ecology, 107(3), 1199–1214. https://doi.org/10.1111/1365-2745.13091

Edsall, J. (2017). Foundations of Integrity in Research: Core Values and Guiding Norms. In Fostering Integrity in Research. https://doi.org/10.17226/21896.

Fares, A. L. B., Calvão, L. B., Torres, N. R., Gurgel, E. S. C., & Michelan, T. S. (2020). Environmental factors affect macrophyte diversity on Amazonian aquatic ecosystems inserted in an anthropogenic landscape. Ecological Indicators, 113. https://doi.org/10.1016/j.ecolind.2020.106231

Fernández, N. V, Fontenla, S. B., Moguilevsky, D., Meier, S., Rilling, J., & Cornejo, P. (2018). Nothofagus pumilio forest affected by recent tephra deposition in northern patagonia. II-shifts in diversity and structure of rhizosphere fungal communities. Journal of Soil Science and Plant Nutrition, 18(2), 499–511. https://doi.org/10.4067/S0718-95162018005001503

Fielding, N. G. (2012). Triangulation and Mixed Methods Designs: Data Integration With New Research Technologies. Journal of Mixed Methods Research, 6(2), 124–136. https://doi.org/10.1177/1558689812437101

Fraisl, D., Hager, G., Bedessem, B., Gold, M., Hsing, P.-Y., Danielsen, F., Hitchcock, C. B., Hulbert, J. M., Piera, J., Spiers, H., Thiel, M., & Haklay, M. (2022). Citizen science in environmental and ecological sciences. Nature Reviews Methods Primers, 2(1), 64. https://doi.org/10.1038/s43586-022-00144-4

Fu, Y. H., Piao, S., Zhou, X., Geng, X., Hao, F., Vitasse, Y., & Janssens, I. A. (2019). Short photoperiod reduces the temperature sensitivity of leaf-out in saplings of Fagus sylvatica but not in horse chestnut. Global Change Biology, 25(5), 1696–1703. https://doi.org/10.1111/gcb.14599

Gagnon, M. M., & Rawson, C. A. (2017). Bioindicator species for EROD activity measurements: A review with Australian fish as a case study. Ecological Indicators, 73, 166–180. https://doi.org/10.1016/j.ecolind.2016.09.015

Gheoca, V., Benedek, A. M., & Schneider, E. (2021). Exploring land snails’ response to habitat characteristics and their potential as bioindicators of riparian forest quality. Ecological Indicators, 132. https://doi.org/10.1016/j.ecolind.2021.108289

Gibb, R., Browning, E., Glover-Kapfer, P., & Jones, K. E. (2019). Emerging opportunities and challenges for passive acoustics in ecological assessment and monitoring. Methods in Ecology and Evolution, 10(2), 169–185. https://doi.org/10.1111/2041-210X.13101

Gong, C., Xian, C., & Ouyang, Z. (2022). Isotopic Composition (?15N and ?18O) of Urban Forests in Different Climate Types Indicates the Potential Influences of Traffic Exhaust and Relative Humidity. Forests, 13(12). https://doi.org/10.3390/f13122060

Grove, L. (2018). The effects of funding policies on academic research [University College London]. http://eprints.lse.ac.uk/88207/

Gunawan, H., Yeny, I., Karlina, E., Suharti, S., Murniati, Subarudi, Mulyanto, B., Ekawati, S., Garsetiasih, R., Pratiwi, Sumirat, B. K., Sawitri, R., Heriyanto, N. M., Takandjandji, M., Widarti, A., Surati, Desmiwati, Kalima, T., Effendi, R., … Nurlia, A. (2022). Integrating Social Forestry and Biodiversity Conservation in Indonesia. In Forests (Vol. 13, Issue 12). https://doi.org/10.3390/f13122152

Haq, M. (2023). A Comparative Analysis of Qualitative and Quantitative Research Methods and a Justification for Adopting Mixed Methods in Social Research . The University of Bradford Institutional Repository. Annual PhD Conference, University of Bradford School of Management., December, 1–22. https://doi.org/10.13140/RG.2.1.1945.8640

Heinen, J. T. (1993). Global Perspectives on Biodiversity. In Conservation Biology (Vol. 7, Issue 3). https://doi.org/10.1046/j.1523-1739.1993.07030734-4.x

Helbing, F., Fartmann, T., Morkel, C., & Poniatowski, D. (2023). Rapid response of vascular plants and insects to restoration of montane grasslands. Frontiers in Ecology and Evolution, 11. https://doi.org/10.3389/fevo.2023.1148266

Heydari, M., Eslaminejad, P., Kakhki, F. V, Mirab-balou, M., Omidipour, R., Prévosto, B., Kooch, Y., & Lucas-Borja, M. E. (2020). Soil quality and mesofauna diversity relationship are modulated by woody species and seasonality in semiarid oak forest. Forest Ecology and Management, 473. https://doi.org/10.1016/j.foreco.2020.118332

Hlavá?ková, P., Bana?, J., & Utnik-Bana?, K. (2024). Intervention analysis of COVID-19 pandemic impact on timber price in selected markets. Forest Policy and Economics, 159, 103123. https://doi.org/https://doi.org/10.1016/j.forpol.2023.103123

Huang, L., Zhang, W., Zhou, W., Chen, L., Liu, G., & Shi, W. (2023). Behaviour, a potential bioindicator for toxicity analysis of waterborne microplastics: A review. TrAC - Trends in Analytical Chemistry, 162. https://doi.org/10.1016/j.trac.2023.117044

Husamah, H., Suwono, H., Nur, H., & Dharmawan, A. (2022a). Action competencies for sustainability and its implications to environmental education for prospective science teachers: A systematic literature review. Eurasia Journal of Mathematics, Science and Technology Education, 18(8). https://doi.org/10.29333/ejmste/12235

Husamah, H., Suwono, H., Nur, H., & Dharmawan, A. (2022b). Sustainable development research in Eurasia Journal of Mathematics, Science and Technology Education: A systematic literature review. Eurasia Journal of Mathematics, Science and Technology Education, 18(5), em2103. https://doi.org/10.29333/ejmste/11965

Husamah, H., Suwono, H., Nur, H., Dharmawan, A., & Chang, C.-Y. (2023). The existence of environmental education in the COVID-19 pandemic: A systematic literature review. Eurasia Journal of Mathematics, Science and Technology Education, 19(11), em2347. https://doi.org/10.29333/ejmste/13668

Ikbal, I. M., Din, H. H. M., Tuah, W. H., Jaafar, S. M., Ahmad, N., & Sukri, R. S. (2023). Review: Diversity, structure, and community composition of Bornean heath forest with a focus on Brunei Darussalam. Biodiversitas, 24(5), 2814–2829. https://doi.org/10.13057/biodiv/d240535

Jahan, N., Naveed, S., Zeshan, M., & Tahir, M. A. (2016). How to Conduct a Systematic Review: A Narrative Literature Review. Cureus, 8(11), e864–e864. https://doi.org/10.7759/cureus.864

Johnson, R. B., & Onwuegbuzie, A. J. (2004). Mixed Methods Research: A Research Paradigm Whose Time Has Come. Educational Researcher, 33(7), 14–26. https://doi.org/10.3102/0013189X033007014

Karjalainen, E., Sarjala, T., & Raitio, H. (2010). Promoting human health through forests: overview and major challenges. Environmental Health and Preventive Medicine, 15(1), 1–8. https://doi.org/10.1007/s12199-008-0069-2

Kohyt, J., & Skuba?a, P. (2013). Communities of mites (Acari) in litter and soil under the invasive red oak (Quercus rubra L.) and native pedunculate oak (Q. robur L.). Biological Letters, 50(2), 111–124. https://doi.org/10.2478/biolet-2013-0011

Kohyt, J., & Skuba?a, P. (2020). Oribatid mite (Acari: Oribatida) communities reveal the negative impact of the red oak (Quercus rubra L.) on soil fauna in Polish commercial forests. Pedobiologia, 79. https://doi.org/10.1016/j.pedobi.2019.150594

Kumar, R., Verma, A., Shome, A., Sinha, R., Sinha, S., Jha, P. K., Kumar, R., Kumar, P., Shubham, Das, S., Sharma, P., & Vara Prasad, P. V. (2021). Impacts of Plastic Pollution on Ecosystem Services, Sustainable Development Goals, and Need to Focus on Circular Economy and Policy Interventions. In Sustainability (Vol. 13, Issue 17). https://doi.org/10.3390/su13179963

Kuzman, M. K., Oblak, L., Glavonjic, B., Bar?i?, A. P., Obucina, M., Haviarova, E., & Grošelj, P. (2022). Impact of COVID-19 on wood-based products industry: An exploratory study in Slovenia, Croatia, Serbia, and BiH. Wood Material Science and Engineering, 18(3), 1115–1126. https://doi.org/10.1080/17480272.2022.2109210

Latt, M. M., & Park, B. B. (2022). Tree Species Composition and Forest Community Types along Environmental Gradients in Htamanthi Wildlife Sanctuary, Myanmar: Implications for Action Prioritization in Conservation. Plants (Basel, Switzerland), 11(16). https://doi.org/10.3390/plants11162180

Lee, J., & Cho, K. (2023). Effects of Science, Technology, and Innovation Official Development Assistance on Foreign Direct Investment in Developing Countries. In Sustainability (Vol. 15, Issue 16). https://doi.org/10.3390/su151612293

Lee, J. S. H., Garcia-ulloa, J., & Koh, L. P. (2011). Impacts of biofuel in biodiversity hotspots. In Biodiversity hotspots (Issue August). https://doi.org/10.1007/978-3-642-20992-5

Lencinas, M. V, Kreps, G., Soler, R., Peri, P. L., Porta, A., Ramírez, M., & Pastur, G. M. (2015). Neochelanops michaelseni (Pseudoscorpiones: Chernetidae) as a potential bioindicator in managed and unmanaged Nothofagus forests of Tierra del Fuego. Journal of Arachnology, 43(3), 406–412. https://doi.org/10.1636/0161-8202-43.3.406

Li, J., Pei, Y., Zhao, S., Xiao, R., Sang, X., & Zhang, C. (2020). A Review of Remote Sensing for Environmental Monitoring in China. In Remote Sensing (Vol. 12, Issue 7). https://doi.org/10.3390/rs12071130

Lingard, L. (2021). Collaborative writing: Strategies and activities for writing productively together. Perspectives on Medical Education, 10(3), 163–166. https://doi.org/10.1007/s40037-021-00668-7

Litavský, J., Majzlan, O., Stašiov, S., Svitok, M., & Fedor, P. (2021). The associations between ground beetle (Coleoptera: Carabidae) communities and environmental condition in fl oodplain forests in the Pannonian Basin. European Journal of Entomology, 118, 14–23. https://doi.org/10.14411/EJE.2021.002

Liu, J., Zhao, W., He, H., Kou, Y., & Liu, Q. (2022). Variations in the community patterns of soil nematodes at different soil depths across successional stages of subalpine forests. Ecological Indicators, 136. https://doi.org/10.1016/j.ecolind.2022.108624

Makri, C., & Neely, A. (2021). Grounded Theory: A Guide for Exploratory Studies in Management Research. International Journal of Qualitative Methods, 20, 16094069211013654. https://doi.org/10.1177/16094069211013654

Malhi, Y., Franklin, J., Seddon, N., Solan, M., Turner, M. G., Field, C. B., & Knowlton, N. (2020). Climate change and ecosystems: threats, opportunities and solutions. Philosophical Transactions of the Royal Society B: Biological Sciences, 375(1794), 20190104. https://doi.org/10.1098/rstb.2019.0104

Mallmann, I. T., Silva, V. L., Port, R. K., Oliveira, F. B., & Schmitt, J. L. (2019). Spatial distribution analysis of dicksonia sellowiana hook. In araucaria forest fragments with different sizes. Brazilian Journal of Biology, 79(2), 337–344. https://doi.org/10.1590/1519-6984.186083

Manisalidis, I., Stavropoulou, E., Stavropoulos, A., & Bezirtzoglou, E. (2020). Environmental and Health Impacts of Air Pollution: A Review. Frontiers in Public Health, 8(February), 1–13. https://doi.org/10.3389/fpubh.2020.00014

Maraseni, T., Poudyal, B. H., Aryal, K., & Laudari, H. K. (2022). Impact of COVID-19 in the forestry sector: A case of lowland region of Nepal. Land Use Policy, 120, 106280. https://doi.org/10.1016/j.landusepol.2022.106280

Markert, B., & Wünschmann, S. (2011). Bioindicators and Biomonitors: Use of Organisms to Observe the Influence of Chemicals on the Environment BT - Organic Xenobiotics and Plants: From Mode of Action to Ecophysiology (P. Schröder & C. D. Collins (eds.); pp. 217–236). Springer Netherlands. https://doi.org/10.1007/978-90-481-9852-8_10

Markert, B., Wünschmann, S., & Baltr?nait?, E. (2012). Innovative observation of the environment. Bioindicators and biomonitors: definitions, strategies and applications. Journal of Environmental Engineering and Landscape Management, 20(3), 221–239. https://doi.org/10.3846/16486897.2011.633338

Mcclunie-Trust, P., Jones, V., Winnington, R., Shannon, K., Donaldson, A. E., Macdiarmid, R., Jarden, R. J., Turner, R., Merrick, E., & Andersen, P. (2022). Doing Case Study Research Collaboratively: The Benefits for Researchers. International Journal of Qualitative Methods, 21, 16094069221096296. https://doi.org/10.1177/16094069221096296

McCray, A. T., Berman, F., Carroll, M., Ginther, D., Miller, R., Schiffer, P., Seidel, E., Szalay, A., Tauxe, L., & Xu, H. (2018). Open Science by Design: Realizing a Vision for 21st Century Research. In Open Science by Design. https://doi.org/10.17226/25116

McElfish, P. A., Purvis, R. S., Stewart, M. K., James, L., Kim Yeary, K. H., & Long, C. R. (2018). Health Research Funding Agencies’ Policies, Recommendations, and Tools for Dissemination. Progress in Community Health Partnerships?: Research, Education, and Action, 12(4), 473–482. https://doi.org/10.1353/cpr.2018.0072

Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009). Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. PLoS Medicine, 6(7), e1000097. https://doi.org/10.1371/journal.pmed.1000097

Molina, J. A., Lumbreras, A., Benavent-González, A., Rozzi, R., & Sancho, L. G. (2016). Plant communities as bioclimate indicators on isla Navarino, one of the southernmost forested areas of the world. Gayana - Botanica, 73(2), 391–401. https://doi.org/10.4067/S0717-66432016000200391

Neema, S., & Chandrashekar, L. (2021). Research funding—Why, when, and how? Indian Dermatology Online Journal, 12(1), 134–138. https://doi.org/10.4103/idoj.IDOJ

Neto, C., Cardigos, P., Oliveira, S. C., & Zêzere, J. L. (2017). Floristic and vegetation successional processes within landslides in a Mediterranean environment. Science of the Total Environment, 574, 969–981. https://doi.org/10.1016/j.scitotenv.2016.09.119

Nirmal, L. A., & Jacob, S. (2022). Chapter Twelve - The impact of COVID-19 in curbing the goals of ensuring sustainable development of life on land (SDG 15) and below water (SDG 14). In M. H. Dehghani, R. R. Karri, & S. B. T.-C.-19 and the S. D. G. Roy (Eds.), COVID-19 and the Sustainable Development Goals (pp. 285–303). Elsevier. https://doi.org/https://doi.org/10.1016/B978-0-323-91307-2.00012-2

Nugroho, Y., Suyanto, Makinudin, D., Aditia, S., Yulimasita, D. D., Afandi, A. Y., Harahap, M. M., Matatula, J., & Wirabuana, P. Y. A. P. (2022). Vegetation diversity, structure and composition of three forest ecosystems in Angsana coastal area, South Kalimantan, Indonesia. Biodiversitas, 23(5), 2640–2647. https://doi.org/10.13057/biodiv/d230547

Nurwidodo, N., Ibrohim, I., Sueb, S., & Husamah, H. (2023). “Let’s transform!”: A systematic literature review of science learning in COVID-19 pandemic era. Eurasia Journal of Mathematics, Science and Technology Education, 19(2), em224. https://doi.org/10.29333/ejmste/12875

Nyangulu, W. J. (2023). Global health collaborative research: beyond mandatory collaboration to mandatory authorship. Global Health Research and Policy, 8(1), 48. https://doi.org/10.1186/s41256-023-00334-x

Nyein, K. P., Caylor, J. R., Duong, N. S., Fry, T. N., & Wildman, J. L. (2020). Beyond positivism: Toward a pluralistic approach to studying “real” teams. Organizational Psychology Review, 10(2), 87–112. https://doi.org/10.1177/2041386620915593

O’Leary, B. A., Burd, M., Venn, S. E., & Gleadow, R. M. (2021). Bird community recovery following removal of an invasive tree. Ecological Solutions and Evidence, 2(2). https://doi.org/10.1002/2688-8319.12080

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2021). The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. Systematic Reviews, 10(1), 89. https://doi.org/10.1186/s13643-021-01626-4

Pan, Y., McCullough, K., & Hollinger, D. Y. (2018). Forest biodiversity, relationships to structural and functional attributes, and stability in New England forests. Forest Ecosystems, 5(1), 14. https://doi.org/10.1186/s40663-018-0132-4

Parmar, T. K., Rawtani, D., & Agrawal, Y. K. (2016). Bioindicators: the natural indicator of environmental pollution. Frontiers in Life Science, 9(2), 110–118. https://doi.org/10.1080/21553769.2016.1162753

Pati, D., & Lorusso, L. N. (2017). How to Write a Systematic Review of the Literature. HERD: Health Environments Research & Design Journal, 11(1), 15–30. https://doi.org/10.1177/1937586717747384

Paul, J., & Barari, M. (2022). Meta-analysis and traditional systematic literature reviews—What, why, when, where, and how? Psychology & Marketing, 39(6), 1099–1115. https://doi.org/https://doi.org/10.1002/mar.21657

Petrokas, R., & Baliuckas, V. (2017). Self-sustaining forest. Applied Ecology and Environmental Research, 15(4), 409–426. https://doi.org/10.15666/aeer/1504_409426

Pinilla-Cortés, P. C., & Moreno-Gutiérrez, J. A. (2019). Attributes of Biothic Indicators as an Instrument for Assessing Ecosystem Integrity. OALib, 06(07), 1–4. https://doi.org/10.4236/oalib.1105540

Polecho?ska, L., Klink, A., & Dambiec, M. (2019). Trace element accumulation in Salvinia natans from areas of various land use types. Environmental Science and Pollution Research, 26(29), 30242–30251. https://doi.org/10.1007/s11356-019-06189-5

Polecho?ska, L., Klink, A., Golob, A., & Germ, M. (2022). Evaluation of Nuphar lutea as bioindicator of metal pollution in freshwater ecosystems. Ecological Indicators, 136. https://doi.org/10.1016/j.ecolind.2022.108633

Popija?, M. (2021). Distribution of 137Cs and 40K in the tissue of silver FIR trees (Abies alba mill.) from Lika (Croatia). Sumarski List, 145(7), 323. https://doi.org/10.31298/sl.145.7-8.2

Quevedo, L., Arnan, X., Boet, O., & Rodrigo, A. (2014). Post-fire selective thinning of Arbutus unedo L. coppices keeps animal diversity unchanged: The case of ants. Annals of Forest Science, 71(8), 897–905. https://doi.org/10.1007/s13595-014-0381-5

Rahman, M. S., Alam, M. A., Salekin, S., Belal, M. A. H., & Rahman, M. S. (2021). The COVID-19 pandemic: A threat to forest and wildlife conservation in Bangladesh? Trees, Forests and People, 5, 100119. https://doi.org/https://doi.org/10.1016/j.tfp.2021.100119

Russo, D., Salinas-Ramos, V. B., Cistrone, L., Smeraldo, S., Bosso, L., & Ancillotto, L. (2021). Do We Need to Use Bats as Bioindicators? Biology, 10(8). https://doi.org/10.3390/biology10080693

Saleh, I., Syamsir, S., Pramaningsih, V., & Hansen, H. (2021). The use of green mussel as bioindicator of heavy metal pollution in indonesia: A review. Environmental Analysis Health and Toxicology, 36(4). https://doi.org/10.5620/eaht.2021026

Salemaa, M., Kieloaho, A.-J., Lindroos, A.-J., Merilä, P., Poikolainen, J., & Manninen, S. (2020). Forest mosses sensitively indicate nitrogen deposition in boreal background areas. Environmental Pollution, 261. https://doi.org/10.1016/j.envpol.2020.114054

Sandifer, P. A., Sutton-Grier, A. E., & Ward, B. P. (2015). Exploring connections among nature, biodiversity, ecosystem services, and human health and well-being: Opportunities to enhance health and biodiversity conservation. Ecosystem Services, 12, 1–15. https://doi.org/https://doi.org/10.1016/j.ecoser.2014.12.007

Saxena, A., Dutta, A., Fischer, H. W., Keleman Saxena, A., & Jantz, P. (2021). Forest livelihoods and a “green recovery” from the COVID-19 pandemic: Insights and emerging research priorities from India. Forest Policy and Economics, 131, 102550. https://doi.org/10.1016/j.forpol.2021.102550

Scherrer, D., Christe, P., & Guisan, A. (2019). Modelling bat distributions and diversity in a mountain landscape using focal predictors in ensemble of small models. Diversity and Distributions, 25(5), 770–782. https://doi.org/10.1111/ddi.12893

Schot, J., & Steinmueller, W. E. (2018). Three frames for innovation policy: R&D, systems of innovation and transformative change. Research Policy, 47(9), 1554–1567. https://doi.org/https://doi.org/10.1016/j.respol.2018.08.011

Schulze, E.-D., Beck, E., Buchmann, N., Clemens, S., Müller-Hohenstein, K., & Scherer-Lorenzen, M. (2019). Biodiversity. In E.-D. Schulze, E. Beck, N. Buchmann, S. Clemens, K. Müller-Hohenstein, & M. Scherer-Lorenzen (Eds.), Plant Ecology (pp. 743–823). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-662-56233-8_20

?enel, T., Kanmaz, O., Bektas Balcik, F., Avc?, M., & Dalfes, H. N. (2023). Assessing Phenological Shifts of Deciduous Forests in Turkey under Climate Change: An Assessment for Fagus orientalis with Daily MODIS Data for 19 Years. Forests, 14(2). https://doi.org/10.3390/f14020413

Shamseer, L., Moher, D., Clarke, M., Ghersi, D., Alessandro Liberati, (deceased), Petticrew, M., Shekelle, P., & Stewart, L. A. (2015). Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015: elaboration and explanation. BMJ?: British Medical Journal, 349, g7647. https://doi.org/10.1136/bmj.g7647

Shin, H., Kim, K., & Kogler, D. F. (2022). Scientific collaboration, research funding, and novelty in scientific knowledge. PLOS ONE, 17(7), e0271678. https://doi.org/10.1371/journal.pone.0271678

Shin, Y.-J., Midgley, G. F., Archer, E. R. M., Arneth, A., Barnes, D. K. A., Chan, L., Hashimoto, S., Hoegh-Guldberg, O., Insarov, G., Leadley, P., Levin, L. A., Ngo, H. T., Pandit, R., Pires, A. P. F., Pörtner, H.-O., Rogers, A. D., Scholes, R. J., Settele, J., & Smith, P. (2022). Actions to halt biodiversity loss generally benefit the climate. Global Change Biology, 28(9), 2846–2874. https://doi.org/https://doi.org/10.1111/gcb.16109

Shivanna, K. R. (2022). Climate change and its impact on biodiversity and human welfare. In Proceedings of the Indian National Science Academy. Part A, Physical Sciences (Vol. 88, Issue 2, pp. 160–171). https://doi.org/10.1007/s43538-022-00073-6

Silva, J. B., Germano, S. R., MacIel-Silva, A. S., & Dos Santos, N. D. (2019). A Small Elevational Gradient Shows Negative Bottom-to-Top Bryophyte Richness in a Seasonally Dry Forest in Brazil. Cryptogamie, Bryologie, 40(17), 219–231. https://doi.org/10.5252/cryptogamie-bryologie2019v40a17

Singhal, S., & Kalra, B. S. (2021). Publication ethics: Role and responsibility of authors. Indian Journal of Gastroenterology?: Official Journal of the Indian Society of Gastroenterology, 40(1), 65–71. https://doi.org/10.1007/s12664-020-01129-5

Skrynetska, I., Ciepa?, R., Kandziora-Ciupa, M., Barczyk, G., & Nadgórska-Socha, A. (2018). Ecophysiological Responses to Environmental Pollution of Selected Plant Species in an Industrial Urban Area. International Journal of Environmental Research, 12(2), 255–267. https://doi.org/10.1007/s41742-018-0088-9

Sliacka, A., Krištín, A., & Na?o, L. (2013). Orthoptera assemblages of beech stand plots during early succession stages after clearcutting. Journal of Forest Science, 59(3), 93–100. https://doi.org/10.17221/48/2012-jfs

Solomentseva, A. S. (2022). Adaptive potential and phenotypic variability of Ribes species in the lower Volga region. Siberian Journal of Life Sciences and Agriculture, 14(6), 338–355. https://doi.org/10.12731/2658-6649-2022-14-6-338-355

Sousa-Souto, L., Figueiredo, P. M. G., Ambrogi, B. G., Oliveira, A. C. F., Ribeiro, G. T., & Neves, F. S. (2016). Composition and richness of arboreal ants in fragments of Brazilian Caatinga: Effects of secondary succession. Sociobiology, 63(2), 762–769. https://doi.org/10.13102/sociobiology.v63i2.909

Stanturf, J. A., & Mansuy, N. (2021). COVID-19 and Forests in Canada and the United States: Initial Assessment and Beyond. Frontiers in Forests and Global Change, 4(July), 1–16. https://doi.org/10.3389/ffgc.2021.666960

Stašiov, S., Litavský, J., Majzlan, O., Svitok, M., & Fedor, P. (2021). Influence of Selected Environmental Parameters on Rove Beetle (Coleoptera: Staphylinidae) Communities in Central European Floodplain Forests. Wetlands, 41(8). https://doi.org/10.1007/s13157-021-01496-5

Stojni?, S., Kebert, M., Dreki?, M., Gali?, Z., Kesi?, L., Tepavac, A., & Orlovi?, S. (2019). Heavy metals content in Foliar Litter and branches of Quercus petraea (Matt.) Liebl. and Quercus robur L. observed at two ICP forests monitoring plots. South-East European Forestry, 10(2), 151–157. https://doi.org/10.15177/seefor.19-11

Storch, F., Boch, S., Gossner, M. M., Feldhaar, H., Ammer, C., Schall, P., Polle, A., Kroiher, F., Müller, J., & Bauhus, J. (2023). Linking structure and species richness to support forest biodiversity monitoring at large scales. Annals of Forest Science, 80(1), 3. https://doi.org/10.1186/s13595-022-01169-1

Suchara, I., Sucharová, J., & Holá, M. (2015). Spatiotemporal Changes in Atmospheric Deposition Rates Across the Czech Republic Estimated in the Selected Biomonitoring Campaigns. Examples of Results Available for Landscape Ecology and Land Use Planning. Journal of Landscape Ecology(Czech Republic), 8(2), 10–28. https://doi.org/10.1515/jlecol-2015-0002

Sures, B., Nachev, M., Selbach, C., & Marcogliese, D. J. (2017). Parasite responses to pollution: what we know and where we go in ‘Environmental Parasitology.’ Parasites & Vectors, 10(1), 65. https://doi.org/10.1186/s13071-017-2001-3

Szwalec, A., Lasota, A., K?dzior, R., & Munda?a, P. (2018). Variation in heavy metal content in plants growing on a zinc and lead tailings dump. Applied Ecology and Environmental Research, 16(4), 5081–5094. https://doi.org/10.15666/aeer/1604_50815094

Taeprayoon, P., Printarakul, N., Somtrakoon, K., Chunwichit, S., Yooma, K., Wiangdao, S., Avakul, P., & Meeinkuirt, W. (2023). Potentially toxic element accumulation of bryophyte taxa in contaminated soils at Tak Province, Thailand. Ecological Indicators, 147. https://doi.org/10.1016/j.ecolind.2023.109971

Tawfik, G. M., Dila, K. A. S., Mohamed, M. Y. F., Tam, D. N. H., Kien, N. D., Ahmed, A. M., & Huy, N. T. (2019). A step by step guide for conducting a systematic review and meta-analysis with simulation data. Tropical Medicine and Health, 47(1), 46. https://doi.org/10.1186/s41182-019-0165-6

Testé, M., Garnier, A., Limondin-Lozouet, N., Oxlaj, E., Castanet, C., Purdue, L., Lemonnier, E., Dussol, L., & Nondédéo, P. (2020). The phytoliths of Naachtun (Petén, Guatemala): Development of a modern reference for the characterization of plant communities in the Maya Tropical Lowlands. Review of Palaeobotany and Palynology, 272. https://doi.org/10.1016/j.revpalbo.2019.104130

Tleimat, J. M., Fritts, S. R., Brunner, R. M., Rodriguez, D., Lynch, R. L., & McCracken, S. (2022). Economic pressures of Covid?19 lockdowns result in increased timber extraction within a critically endangered region: A case study from the Pacific Forest of Ecuador. Ecology and Evolution, 12(11). https://doi.org/10.1002/ece3.9550

UNEP. (2022). Report of the Green Economy Coalition for the multi-stakeholder dialogue to be held at the in-person meeting of the fifth session of the United Nations Environment Assembly (Issue December 2020). United Nations Environment Assembly of the United Nations Environment Programme.

van Rijnsoever, F. J., & Hessels, L. K. (2021). How academic researchers select collaborative research projects: a choice experiment. The Journal of Technology Transfer, 46(6), 1917–1948. https://doi.org/10.1007/s10961-020-09833-2

Wang, Y.-P., Wu, H., & Xu, H.-C. (2008). Biological and ecological bases of using insect as a bio-indicator to asses forest health. Ying yong sheng tai xue bao = The journal of applied ecology, 19(7), 1625–1630.

Wang, Y., Song, Z., Zhang, X., & Wang, H. (2023). Effects of Tree Diversity, Functional Composition, and Large Trees on the Aboveground Biomass of an Old-Growth Subtropical Forest in Southern China. In Forests (Vol. 14, Issue 5). https://doi.org/10.3390/f14050994

Wolski, G. J., & Kruk, A. (2020). Determination of plant communities based on bryophytes: The combined use of Kohonen artificial neural network and indicator species analysis. Ecological Indicators, 113. https://doi.org/10.1016/j.ecolind.2020.106160

Zahraee, S. M., Shiwakoti, N., & Stasinopoulos, P. (2022). Agricultural biomass supply chain resilience: COVID-19 outbreak vs. sustainability compliance, technological change, uncertainties, and policies. Cleaner Logistics and Supply Chain, 4, 100049. https://doi.org/https://doi.org/10.1016/j.clscn.2022.100049

Zhang, D. (2022). Impacts and Measures of COVID-19 on Forest Development. Highlights in Science, Engineering and Technology, 26, 65–71. https://doi.org/10.54097/hset.v26i.3644

Zhang, R., Wu, J., Li, Q., Hänninen, H., Peng, C., Yao, H., Song, X., & Ying, Y. (2017). Nitrogen deposition enhances photosynthesis in moso bamboo but increases susceptibility to other stress factors. Frontiers in Plant Science, 8. https://doi.org/10.3389/fpls.2017.01975

Zhao, L., Cheng, Y., & Zhang, Q. (2022). Research on Financial Support for Scientific and Technological Innovation—Review and Prospect of Development of Financial Science and Technology in Past Ten Years. Bulletin of Chinese Academy of Sciences, 37(5), 596–602. https://doi.org/10.16418/j.issn.1000-3045.20220414001

Downloads

Published

2024-03-20

How to Cite

Rahardjanto, A., Husamah, H., Azaria, A., Lubis, C. A., Ayuntya, E., & Alfikri, F. W. (2024). Bioindicators for Forest Area Condition: A Systematic Literature Review. Jurnal Penelitian Dan Pengkajian Ilmu Pendidikan: E-Saintika, 8(1), 138–164. https://doi.org/10.36312/esaintika.v8i1.1793

Issue

Section

Article Review