Site index estimation as a tool for the productive management of Dipteryx ferrea and Simarouba amara

Authors

DOI:

https://doi.org/10.17268/agroind.sci.2026.01.06

Keywords:

Site index, Dipteryx ferrea, Simarouba amara, growth models, anamorphic curves, dominant height

Abstract

Accurate estimation of site quality is essential for forest planning, as it enables growth projection, prioritization of suitable areas, and optimization of management decisions. For native tropical species, the availability of site index models is still limited, which constrains the development of sustainable plantations. This study estimated the site index (SI) for Dipteryx ferrea and Simarouba amara using the Schumacher and Chapman–Richards models. A total of 48 D. ferrea trees (1 – 13 years) and 113 S. amara trees (1 – 12 years) from experimental plantations were analyzed. The Chapman–Richards model provided a better fit for D. ferrea (R² = 0.948; RMSE = 1.007), while the Schumacher model performed best for S. amara (R² = 0.949; RMSE = 1.626). Anamorphic SI curves with a base age of 10 years were developed to estimate SI and classify productive sites. Results indicate notable early growth in D. ferrea despite its high wood density, highlighting the need for further research. This study represents the first formal SI estimation for D. ferrea and provides a useful tool for the sustainable management of tropical forest plantations.

References

Antón-Fernández, C., Hauglin, M., Breidenbach, J., & Astrup, R. (2023). Building a high-resolution site index map using boosted regression trees: The Norwegian case. Canadian Journal of Forest Research, 53(6), 416–429. https://doi.org/10.1139/cjfr-2022-0198

Araújo, E. J. G., Silva, E. V., Vaz, P., Monte, M. A., Morais, V. A., Curto, R. A., Ataide, D. H. S., & Rosa, T. C. (2024). Regression kriging in the productive capacity of planted forests. Floresta e Ambiente, 31(3), e20240034. https://doi.org/10.1590/2179-8087-FLORAM-2024-0034

Bentes-Brasil, N. A., Brasil, N. M. de Q. X., Andrade, P. I. L. de, Sampaio, A. C. F., Noronha, N. C., Carvalho, E. J. M., Silva, A. R. & Schwartz, G. (2021). The commercial tree species Dipteryx odorata improves soil physical and biological attributes in abandoned pastures. Ecological Engineering, 160, 106143. https://doi.org/10.1016/j.ecoleng.2020.106143

Binkley, D., & Fisher, R. F. (2019). Ecology and management of forest soils (5th ed.). Wiley.

Burkhart, H., & Tomé, M. (2012). Modeling forest trees and stands (457 pp.). Springer.

Caetano-Andrade, V., Schöngart, J., Espindola, W., Melinski, R., Silva, F., & Dobrindt, R. (2021). Advances in increment coring system for large tropical trees with high wood densities. Dendrochronologia, 68, 125860. https://doi.org/10.1016/j.dendro.2021.125860

Carvalho, C. S., Cardoso, D. B. O. S., & Lima, H. C. (2024). A taxonomic revision of Dipteryx, a Neotropical papilionoid legume genus of tonka beans and cumaru giant trees. In E. J. Tepe & T. A. Ranker (Eds.), Systematic Botany Monographs (Vol. 115, pp. 1–69). American Society of Plant Taxonomists.

Chapman, D. G. (1961). Statistical problems in dynamics of exploited fisheries populations. In J. Neyman (Ed.), Proceedings of the 4th Berkeley Symposium on Mathematical Statistics and Probability (Vol. 4, pp. 153–168). University of California Press.

Chávez, J. & Sabogal, C. (2019). Restoring Degraded Forest Land with Native Tree Species: The Experience of “Bosques Amazónicos” in Ucayali, Peru. Forests, 10(10), 851. https://doi.org/10.3390/f10100851

de Sousa, L., Pauletto, D., Gómez, E., da Silva, Á. F., de Sousa, T. G., da Silva, P., Baloneque, D. D. & Martorano, L. (2023). Dendrometric relationships and biomass in commercial plantations of Dipteryx spp. in the Eastern Amazon. Forests, 14(11), 2167. https://doi.org/10.3390/f14112167

Devecchi, M. F., Pirani, J. R. & Thomas, W. W. (2024). Simaroubaceae in Flora do Brasil 2024 (continuously updated). Jardim Botânico do Rio de Janeiro. https://floradobrasil.jbrj.gov.br/FB222

Fernández Angulo, M. C., & Limache Alonzo, A. (2024). Effect of AIB and substrates on the vegetative propagation of Dipteryx ferrea (Ducke) Ducke (shihuahuaco) in sub-irrigation chamber. Research, Society and Development, 13(12), e16131247510. https://doi.org/10.33448/rsd-v13i12.47510

Flores, Y. (2025). Crecimiento del “shihuahuaco” Dipteryx ferrea (Ducke) Ducke en plantaciones bajo diferentes espaciamientos y tipos de suelo en Ucayali, Amazonía peruana. Revista Forestal del Perú, 39(2), 238–255. https://doi.org/10.21704/rfp.v39i2.1829

Germplasm Resources Information Network (GRIN). (2024). National plant germplasm system: Taxonomy for plant resources. Information Network. Taxon: Simarouba amara Aubl. https://npgsweb.ars-grin.gov/gringlobal/taxon/taxonomydetail?id=33956

Hernández-Ramos, J., Hernández-Ramos, A., Ordaz-Ruiz, G., García-Espinoza, G. G., García-Magaña, J. J., & García-Cuevas, X. (2022). Índice de sitio para plantaciones forestales de Pinus patula en el Estado de México. Madera y Bosques, 28(2), e2822308. https://doi.org/10.21829/myb.2022.2822308

ITTO (International Tropical Timber Organization). (2023). Tropical Timber Market Report. International Tropical Timber Organization 27(3), 1-26. https://www.itto.int/files/user/mis/MIS_1-5_Feb2023.pdf.

Kazimirović, M., Stajić, B., Petrović, N., Stamenković, V., Stojanović, M., Belić, S., … & Medarević, M. (2024). Dynamic height growth models for highly productive pedunculate oak (Quercus robur L.) stands: Explicit mapping of site index classification in Serbia. Annals of Forest Science, 81, 15. https://doi.org/10.1186/s13595-024-01231-0

Kershaw, J. A., Jr., Ducey, M. J., Beers, T. W., & Husch, B. (2016). Forest mensuration (5th ed.). Wiley.

Kędziora, W., Tomusiak, R., & Borecki, T. (2020). Site index research: A literature review. Forest Research Papers, 81(2), 91–98. https://doi.org/10.2478/frp-2020-0010

Kashian, D. M., Zak, D. R., Barnes, B. V., & Spurr, S. H. (2022). Forest ecology (5th ed.). Wiley. https://doi.org/10.1002/9781119476054

Kiviste, A., Álvarez, J. G., Rojo, A., & Ruíz, A. D. (2002). Funciones de crecimiento de aplicación en el ámbito forestal. Monografías INIA: Forestal No. 4, 190 pp. INIA.

Lee, D., Siipilehto, J., Miina, J., Niemistö, P., Haapanen, M., Hynynen, J., & Huuskonen, S. (2024). Site index and stand characteristic models for silver birch plantations in southern and central Finland. Forest Ecology and Management, 563, 121998. https://doi.org/10.1016/j.foreco.2024.121998

Lumbres, R. I. C., Lee, Y. J., Seo, Y. O., Calora Jr., F. G., & Parao, M. R. (2013). Model fitting and validation of six height–DBH equations for Pinus kesiya Royle ex Gordon in Benguet Province, Philippines. Forest Science and Technology, 9(1), 45–50. https://doi.org/10.1080/21580103.2013.772542

Mason, E. G. (2019). Influences of mean top height definition and sampling method on errors of estimates in New Zealand’s forest plantations. New Zealand Journal of Forestry Science, 49, 24. https://doi.org/10.33494/nzjfs492019x24x

Mondragón, G. (2023). Respuesta silvicultural de ocho especies forestales nativas y exóticas de valor comercial instaladas en plantaciones forestales en la Amazonia peruana. (Tesis de maestría), Universidad Nacional Agraria La Molina. Repositorio Institucional UNALM.

Nakai, T., Sumida, A., Kodama, Y., Hara, T. & Ohta, T. (2010). A comparison between various definitions of forest stand height and aerodynamic canopy height. Agricultural and Forest Meteorology, 150, 1225–1233. https://doi.org/10.1016/j.agrformet.2010.05.005

Niemistö, P. (1995). Influence of initial spacing and row-to-row distance on the growth and yield of silver birch (Betula pendula). Scandinavian Journal of Forest Research, 10(1–4), 245–255. https://doi.org/10.1080/02827589509382890

Panik, M. J. (2014). Growth curve modelling. John Wiley & Sons.

Paredes, F. (2003). Estimación de la calidad de sitio de las especies Simarouba amara Aubl. (marupa) y Guatteria elata R.E. Fries (carahuasca) en plantaciones del Centro de Investigaciones de Jenaro Herrera (CIJH), Loreto – Perú. (Tesis de Ingeniería Forestal). Universidad Nacional de la Amazonia Peruana.

Pérez, R. (2023). Análisis comparativo del módulo de elasticidad y densidad básica por dos métodos de evaluación de la madera de Dipteryx ferrea (Ducke) Ducke (shihuahuaco), Pucallpa – Ucayali (Tesis de ingeniero forestal). Universidad Nacional de Ucayali.

Pinnschmidt, A., Yousefpour, R., & Nölte, A. (2023). Economic potential and management of tropical mixed-species plantations in Central America. New Forests, 54, 565–586. https://doi.org/10.1007/s11056-022-09937-7

Pinto Maldonado, E. L. (2025). Rendimiento de madera aserrada a pisos de shihuahuaco (Dipteryx ferrea (Ducke) Ducke) en dos plantas de transformación en Lima, Perú [Trabajo de suficiencia profesional, Universidad Nacional Agraria La Molina].

Pirani, J. R., Majure, L. C., & Devecchi, M. F. (2021). An updated account of Simaroubaceae with emphasis on American taxa. Brazilian Journal of Botany, 44(4), 651–669. https://doi.org/10.1007/s40415-021-00731-x

Richards, F. J. (1959). A flexible growth function for empirical use. Journal of Experimental Botany, 10(2), 290–301. https://doi.org/10.1093/jxb/10.2.290

Ritchie, M., Zhang, J. & Hamilton, T. (2012). Effects of stand density on top height estimation for ponderosa pine. Western Journal of Applied Forestry, 27(1), 18–24. https://doi.org/10.1093/wjaf/27.1.18

Rizzo-Martín, I., Hirigoyen-Domínguez, A., Arthus-Bacovich, R., Varo-Martínez, M. Á., & Navarro-Cerrillo, R. (2023). Site index estimation using airborne laser scanner data in Eucalyptus dunnii Maiden stands in Uruguay. Forests, 14(5), 933. https://doi.org/10.3390/f14050933

Román-Dañobeytia, F., Cabanillas, F., & Lefebvre, D. (2020). Survival and early growth of 51 tropical tree species in areas degraded by artisanal gold mining in the Peruvian Amazon. Ecological Engineering, 159, 106097. https://doi.org/10.1016/j.ecoleng.2020.106097

Rüger, N., Wirth, C., Wright, S., & Condit, R. (2012). Functional traits explain light and size response of growth rates in tropical tree species. Ecology, 93(12), 2626–2636. https://doi.org/10.1890/12-0622.1

Scarcelli, N., Garcia Davila, C., Couderc, M., Castro Ruiz, D., Estivals, G., Angulo Chavez, C. A. C., Acho Vasquez, H., Alvarado Reategui, J. G., Vizcarra Bentos, T., & Mariac, C. (2024). The complete chloroplast genome of marupa (Simarouba amara Aubl., Simaroubaceae). Ecology and Evolution, 14, e11688. https://doi.org/10.1002/ece3.11688

Schumacher, F. X. (1939). A new growth curve and its application to timber-yield studies. Journal of Forestry, 37, 819–820.

Selaya, N. G., Zuidema, P. A., Baraloto, C., Vos, V. A., Brienen, R. J. W., Pitman, N., Brown, F., Duchelle, A. E., Araujo-Murakami, A., Oliveira Carillo, L. A., Vasquez Colomo, G. H., Meo Chupinagua, S., Fuentes Nay, H., & Perz, S. (2017). Economically important species dominate aboveground carbon storage in forests of southwestern Amazonia. Ecology and Society, 22(2), 40. https://doi.org/10.5751/ES-09297-220240

Sharma, M., Amateis, R., & Burkhart, H. (2002). Top height definition and its effect on site index determination in thinned and unthinned loblolly pine plantations. Forest Ecology and Management, 168, 163–175. https://doi.org/10.1016/S0378-1127(01)00737-X

Sharma, R., Brunner, A., Eid, T., & Øyen, B. (2011). Modelling dominant height growth from national forest inventory individual tree data with short time series and large age errors. Forest Ecology and Management, 262, 2162–2175. https://doi.org/10.1016/j.foreco.2011.07.037

Siipilehto, J. (2011). Local prediction of stand structure using linear prediction theory in Scots pine-dominated stands in Finland. Silva Fennica, 45, 669–692. https://doi.org/10.14214/sf.99

Tymińska-Czabańska, L., Hawryło, P., & Socha, J. (2022). Assessment of the effect of stand density on the height growth of Scots pine using repeated ALS data. International Journal of Applied Earth Observation and Geoinformation, 108, 102763. https://doi.org/10.1016/j.jag.2022.102763

Ugarte-Guerra, L. J., & Domínguez-Torrejón, G. (2010). Índice de sitio (IS) de Calycophyllum spruceanum Benth. en relación con la altura dominante del rodal en ensayos de plantación en la cuenca del Aguaytía, Ucayali, Perú. Ecología Aplicada, 9(2), 101-111.

VanderSchaaf, C. (2023). Implications of incorrectly determining site index on stand-level management activities and financial returns in older generation loblolly pine plantations. Reforesta, 16, 1-15. https://doi.org/10.21750/REFOR.16.01.106

VanderSchaaf, C. L. (2024). Currently available site index equations that use on-site tree measurements for naturally regenerated longleaf pine in its historical range. Forests, 15(5), 855. https://doi.org/10.3390/f15050855

Weiskittel, A. R., Hann, D. W., Kershaw, J. A., & Vanclay, J. K. (2011). Forest growth and yield modeling. John Wiley & Sons. https://doi.org/10.1002/9781119998518

Published

2026-01-05

How to Cite

Flores Bendezú, Y. (2026). Site index estimation as a tool for the productive management of Dipteryx ferrea and Simarouba amara. Agroindustrial Science, 16(1), 51-59. https://doi.org/10.17268/agroind.sci.2026.01.06

Issue

Section

Artículos de investigación