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iForest - Biogeosciences and Forestry

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Automated irrigation management system for tree species seedlings using weighing mini-lysimeters

Daniel Fonseca de Carvalho (1)   , Gabriela Rodrigues da Costa (2), Bruno Antônio Augusto Faria Conforto (3), Marinaldo Ferreira Pinto (1), Magali Ribeiro da Silva (4)

iForest - Biogeosciences and Forestry, Volume 17, Issue 4, Pages 222-228 (2024)
doi: https://doi.org/10.3832/ifor4409-017
Published: Aug 03, 2024 - Copyright © 2024 SISEF

Research Articles


Due to the lack of irrigation management techniques, the application of water in forest nurseries is generally carried out without control, resulting in great waste. This study aimed to develop and evaluate weighing mini-lysimeters (ML) to automate the irrigation system and determine the water demand and evaluation of the initial tree species seedling growth. The structure was built out of wood to fit a tray of 54 tubes measuring 280 cm³. It was equipped with a load cell with a nominal capacity of 10 kg, located in the center of the structure. The mass variations of the set were recorded on a micro SD card using an Arduino Mega board, which allowed for the automated irrigation management system through an algorithm. Two MLs were built, determining the water demand of Dalbergia nigra (DN) and Enterolobium contortisiliquum (EC) seedlings in the initial growth phase. After calibration, the MLs presented an absolute error and mean squared error below 1% of the total mass, allowing effective irrigation control. During the evaluation period, 1.47 L seedling-1 of DN and 1.45 L seedling-1 of EC were applied, reaching 89 days after emergence, height and stem diameter of 39.2 cm and 3.4 mm, and 19.3 cm and 4.6 mm, respectively. The weighing mini-lysimeters developed demonstrated the ability to automate the irrigation of tree species seedlings, reducing the amount of water applied in forest nurseries.

  Keywords


Evapotranspiration, Nursery, Mini-lysimeters, Dalbergia nigra, Brazilian rosewood, Enterolobium contortisiliquum, Pacara earpod tree

Authors’ address

(1)
Daniel Fonseca de Carvalho 0000-0001-7629-9465
Marinaldo Ferreira Pinto 0000-0002-9368-6122
Engineering Department, Technology Institute, Federal Rural University of Rio de Janeiro (UFRRJ). BR-465 Highway, km 7, 23890-000 (Brazil)
(2)
Gabriela Rodrigues da Costa 0000-0001-9544-4947
Graduate Program in Agronomy - Soil Science. Agronomy Institute, Federal Rural University of Rio de Janeiro (UFRRJ). BR-465 Highway, km 7, Seropédica - RJ, 23897000 (Brazil)
(3)
Bruno Antônio Augusto Faria Conforto 0000-0002-5083-4930
UFRRJ, BR-465 Highway, km 7, Seropédica - RJ, 23897000 (Brazil)
(4)
Magali Ribeiro da Silva 0000-0003-4427-2940
Faculty of Agricultural Sciences. São Paulo State University - UNESP, Rua José Barbosa de Barros, 1780, Jardim Primavera, Botucatu - SP, 18610307 (Brazil)

Corresponding author

 
Daniel Fonseca de Carvalho
daniel.fonseca.carvalho@gmail.com

Citation

Fonseca de Carvalho D, Rodrigues da Costa G, Faria Conforto BAA, Ferreira Pinto M, Ribeiro da Silva M (2024). Automated irrigation management system for tree species seedlings using weighing mini-lysimeters. iForest 17: 222-228. - doi: 10.3832/ifor4409-017

Academic Editor

Pierluigi Paris

Paper history

Received: Jun 26, 2023
Accepted: Mar 14, 2024

First online: Aug 03, 2024
Publication Date: Aug 31, 2024
Publication Time: 4.73 months

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List of the papers citing this article based on CrossRef Cited-by.

 
(1)
Allen RG, Pereira LS, Howell TA, Jensen ME (2011)
Evapotranspiration information reporting: I. Factors governing measurement accuracy. Agricultural Water Management 98 (6): 899-920.
CrossRef | Gscholar
(2)
Bueno MM, Leles PSS, Abreu JFG, Santos JJS, Carvalho DF (2020)
Water requirement and growth indicators of forest tree species seedlings produced with automated irrigation management. PLoS One 15: e0238677.
CrossRef | Gscholar
(3)
Bueno MM, Leles PSS, Pinto MF, Resende AS, Couto BRM, Carvalho DF (2021)
Water use in the growth of Atlantic Forest tree species seedlings under different shading levels. Ciência e Agrotecnologia 45: e025220.
CrossRef | Gscholar
(4)
Carvalho PER (2003)
Timbaúva: Enterolobium contortisiliquum. In: “Espécies Arbóreas Brasileiras” [Brazilian tree species] (Carvalho PER ed). Embrapa Informação Tecnológica, Colombo - Embrapa Florestas, Brasília, Brazil, vol. 1, pp. 885-892. [in Portuguese]
Gscholar
(5)
Carvalho DF, Silva LDB, Guerra JGM, Cruz FA, Souza AP (2007)
Instalação, calibração e funcionamento de um lisímetro de pesagem [Installation, calibration and operation of a weighing lysimeter]. Engenharia Agrícola 27 (2): 363-372. [in Portuguese]
CrossRef | Gscholar
(6)
Carvalho DF, Rocha HS, Bonomo R, Souza AP (2015)
Estimativa da evapotranspiração de referência a partir de dados meteorológicos limitados [Estimating reference evapotranspiration with limited meteorological data]. Pesquisa Agropecuária Brasileira 50 (1): 1-11. [in Portuguese].
CrossRef | Gscholar
(7)
Carvalho DF, Bueno MM, Leles PSS, Abreu JFG, Martins RCF, Medici LO (2021)
Production and initial growth of forest species seedlings using sewage sludge and automated irrigation. Ciência e Agrotecnologia 45: e0173.
CrossRef | Gscholar
(8)
Davide AC, Melo L, Carvalho R (2015)
Fatores que afetam a qualidade de mudas destinadas aos projetos de restauração de ecossistemas florestais [Factors that affect the quality of seedlings destined for forest ecosystem restoration projects]. In: “Fundamentos e métodos de restauração de ecossistemas florestais” [Fundamentals and methods of restoring forest ecosystems] (Davide AC, Botelho SA eds). Editora UFLA, Lavras, Brazil, pp. 181-274. [in Portuguese]
Gscholar
(9)
Delgado LG, da Silva RB, Gabira MM, Rodrigues AL, Simões D, de Almeida LF, da Silva MR (2022)
Mean leaf angles affect irrigation efficiency and physiological responses of tropical species seedling. Forests 13 (6): 832.
CrossRef | Gscholar
(10)
Dumroese RK, Page-Dumroese DS, Salifu KF, Jacobs DF (1995)
Exponential fertilization of Pinus monticola seedlings: nutrient uptake efficiency, leaching fractions, and early out planting performance. Canadian Journal of Forest Research 35: 2961-2967.
CrossRef | Gscholar
(11)
Dumroese RK, Montville M, Pinto JR (2015)
Using container weights to determine irrigation needs: a simple method. Native Plants Journal 16 (1): 67-71.
CrossRef | Gscholar
(12)
Fulcher A, LeBude AV, Owen Jr JS, White AS, Beeson RC (2016)
The next ten years: strategic vision of water resources for nursery producers. HortTechnology 26 (2): 121-132.
CrossRef | Gscholar
(13)
Incrocci L, Marzialetti P, Incrocci G, Di Vita A, Balendonck J, Bibbiani C, Spagnol S, Pardossi A (2014)
Substrate water status and evapotranspiration irrigation scheduling in heterogenous container nursery crops. Agricultural Water Management 131 (1): 30-40.
CrossRef | Gscholar
(14)
Keffer JF, Silva CC, Souza AP, Silva AC, Bouvié L, Dias TKR (2019)
Evapotranspiration and water sensitivity of Amazonian yellow ipe seedlings under different shading conditions. Revista Brasileira de Engenharia Agrícola e Ambiental 23 (10): 733-740.
CrossRef | Gscholar
(15)
Kohfahl C, Molano-Leno L, Martínez G, Vanderlinden K, Guardiola-Albert C, Moreno L (2019)
Determining groundwater recharge and vapor ï‚ow in dune sediments using a weighable precision meteo lysimeter. Science of the Total Environment 656: 550-557.
CrossRef | Gscholar
(16)
Liyanage DK, Chathuranga I, Mori BA, Thilakarathna MS (2022)
A simple, semi-automated, gravimetric method to simulate drought stress on plants. Agronomy 12 (2): 349.
CrossRef | Gscholar
(17)
Mathers HM, Case LT, Yeager TH (2005)
Improving irrigation water use in container nurseries. HortTechnology 15 (1): 8-12.
CrossRef | Gscholar
(18)
McCauely D, Nackley L (2022)
Development of mini-lysimeter system for use in irrigation automation of container-grown crops. HardwareX 11: e00298.
CrossRef | Gscholar
(19)
Medici LO, Rocha HS, Carvalho DF, Pimentel C, Azevedo RA (2010)
Automatic controller to water plants. Scientia Agricola 67: 727-730.
CrossRef | Gscholar
(20)
Monteiro EB, Silva AC, Souza AP, Tanaka AA, Ferneda BG, Martim CC (2016)
Water requirements and crop coefficients of tropical forest seedlings in different shading conditions. Revista Brasileira de Engenharia Agrícola e Ambiental 20 (8): 709-715.
CrossRef | Gscholar
(21)
Moriasi DN, Arnold JG, Van Liew MW, Bingner RL, Harmel RD, Veith TL (2007)
Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Transactions of the ASABE 50 (3): 885-900.
CrossRef | Gscholar
(22)
Pacheco FV, Pereira CR, Silva RL, Alvarenga ICA (2013)
Crescimento inicial de Dalbergia nigra (Vell.) Allemão ex. Benth. (Fabaceae) e Chorisia speciosa A. St. -Hil (Malvaceae) sob diferentes níveis de sombreamento [Initial growing of Dalbergia nigra (Vell.) Allemão ex. Benth. (Fabaceae) and Chorisia speciosa A. St. -Hil (Malvaceae) at different levels of shade]. Revista Árvore 37 (5): 945-953. [in Portuguese]
CrossRef | Gscholar
(23)
Pereira LS, Allen RG, Smith M, Raes D (2015)
Crop evapotranspiration estimation with FAO 56: past and future. Agricultural Water Management 147: 4-20.
CrossRef | Gscholar
(24)
Pineda-García F, Paz H, Meinzer FC (2012)
Drought resistance in early and late secondary successional species from a tropical dry forest: the interplay between xylem resistance to embolism, sapwood water storage and leaf shedding. Plant, Cell and Environment 36 (2): 405-418.
CrossRef | Gscholar
(25)
Sant’Ana VZ, Freitas MLM, Moraes MLT, Zanata M, Zanatto ACS, Moraes MA, Sebbenn AM (2013)
Genetic parameters in open-pollinated progenies of Enterolobium contortisiliquum (Vell.) Morong in Luiz Antonio, São Paulo State, Brazil. Hoehnea 40 (3): 515-520.
CrossRef | Gscholar
(26)
Sharma H, Shukla MK, Bosland PW, Steiner R (2017)
Soil moisture sensor calibration, actual evapotranspiration, and crop coefficients for drip irrigated greenhouse chile peppers. Agricultural Water Management 179: 81-91.
CrossRef | Gscholar
(27)
Silva LO, Mendonça HV, Conforto BAAF, Pinto MF, Carvalho DF (2022)
Production of forest seedlings using sewage sludge and automated irrigation with ozonated cattle wastewater. PLoS One 17 (1): e0276633.
CrossRef | Gscholar
(28)
Silva RBG, Gabira MM, Prado DZ, Uesugi G, Simões D, Silva MR (2020)
Influence of mean leaf angles and irrigation volumes on water capture, leaching, and growth of tropical tree seedlings. Forests 11 (11): 1198.
CrossRef | Gscholar
(29)
Silva RBG, Silva MR (2016)
Is it possible to save water without losing quality in the guanandi seedling production? Irriga 21 (3): 503-515.
CrossRef | Gscholar
(30)
Souza Junior CN, Brancalion PHS (2016)
Sementes e mudas: guia para propagação de árvores brasileiras [Seeds and seedlings: guide to propagating Brazilian trees] (1st edn). Oficina de textos, São Paulo, Brazil, pp. 464.
Gscholar
(31)
Tang J, Sun B, Cheng R, Shi Z, Luo D, Liu S, Centritto M (2021)
The effect of low irradiance on leaf nitrogen allocation and mesophyll conductance to CO2 in seedlings of four tree species in subtropical China. Plants 10: 2213.
CrossRef | Gscholar
(32)
Turchetto F, Araujo MM, Tabaldi LA, Griebeler AM, Berghetti ALP, Rorato DG, Barbosa FM, Sasso VM (2020)
Irrigation regimes on growth and metabolic processes of Enterolobium contortisiliquum seedlings. Floresta e Ambiente 27 (2): e20180263.
CrossRef | Gscholar
(33)
Vilela MS, Cabral Filho FR, Teixeira MB, Amaral AM, Vellame LM, Soares FAL (2015)
Acurácia de um mini-lisímetro de pesagem eletrônica de baixo custo [Accuracy of a mini-weighing lysimeter electronic low cost]. Irriga 1 (2): 158-167. [in Portuguese]
CrossRef | Gscholar
(34)
Zavistanovicz TC, Gasparin E, Araujo MM, Cargnelutti Filho A (2020)
Nursery and field growths of Enterolobium contortisiliquum seedlings produced in different containers and fertilizer doses. Revista Brasileira de Ciências Agrárias 15 (3): 1-8.
CrossRef | Gscholar
 

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