Calibration and validation of the AquaCrop model for forage cactus production systems under different management interventions in the semi-arid region of Brazil

被引:0
作者
da Costa, Sidney Anderson Teixeira [1 ]
de Souza, Luciana Sandra Bastos [1 ]
Montenegro, Abelardo Antonio de Assuncao [2 ]
de Souza, Carlos Andre Alves [1 ]
de Morais, Jose Edson Florentino [1 ]
Lopes, Daniela de Carvalho [3 ]
Steidle Neto, Antonio Jose [3 ]
Santos, Joao Pedro Alves de Souza [1 ]
Jardim, Alexandre Manicoba da Rosa Ferraz [4 ]
Alves, Cleber Pereira [2 ]
da Silva, Marcos Vinicius [2 ]
da Silva, Thieres George Freire [1 ,2 ]
机构
[1] Univ Fed Rural Pernambuco, Acad Unit Serra Talhada, Serra Talhada, Pe, Brazil
[2] Univ Fed Rural Pernambuco, Dept Agr Engn, Recife, Pe, Brazil
[3] Univ Fed Sao Joao Del Rei, Dept Agrarian Sci, Sete Lagoas, MG, Brazil
[4] Sao Paulo State Univ, Inst Biosci, Dept Biodivers, Rio Claro, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
Opuntia stricta; Modelling; Water techniques; Agricultural resilience; WATER-USE EFFICIENCY; PERFORMANCE EVALUATION; YIELD RESPONSE; CLIMATE-CHANGE; SOIL-MOISTURE; MAIZE YIELD; IRRIGATION; PLANT; NITROGEN; GROWTH;
D O I
10.1016/j.pce.2024.103716
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Simulation models are useful tools for estimating plant response and contributing to the development of management strategies and yield predictions in crops. This study aimed to calibrate and evaluate the AquaCrop-FAO model for the forage cactus imposed on different cropping systems in the semi-arid region of Brazil. Four experiments were conducted: cactus-sorghum intercropping system with five spacings between plants (0.10, 0.20, 0.30, 0.40 and 0.50 m); cactus-sorghum intercropping system with five spacings between rows (1.00, 1.25, 1.50 and 1.75 m); single cactus with four levels of mulch (0, 5, 10 and 15 Mg ha(-1)); and single forage cactus with four levels of nitrogen fertilisation (50, 150, 300 and 450 kg of N ha(-1)). The performance of the model was evaluated using the following parameters: root mean squared error (RMSE); normalised RMSE (NRMSE), coefficients of determination (R-2), Nash-Sutcliffe model efficiency coefficient (ME) and the Willmott index of agreement (d). During the calibration stage, the statistical indices pointed to the good performance of the AquaCrop model in estimating dry biomass in most of the cropping systems, with 10 < NRMSE <20; R-2 > 0.96 and ME > 0.95. The AquaCrop model showed the best performance simulating systems under different levels of nitrogen fertilisation. Among the intercropping systems, the denser arrangements showed the highest values for simulated biomass.
引用
收藏
页数:19
相关论文
共 60 条
  • [1] Performance evaluation of AquaCrop model for maize crop in a semi-arid environment
    Abedinpour, M.
    Sarangi, A.
    Rajput, T. B. S.
    Singh, Man
    Pathak, H.
    Ahmad, T.
    [J]. AGRICULTURAL WATER MANAGEMENT, 2012, 110 : 55 - 66
  • [2] Performance evaluation of AquaCrop in simulating soil water storage, yield, and water productivity of rainfed soybeans (Glycine max L. merr) in Ile-Ife, Nigeria
    Adeboye, Omotayo B.
    Schultz, Bart
    Adekalu, Kenneth O.
    Prasad, Krishna C.
    [J]. AGRICULTURAL WATER MANAGEMENT, 2019, 213 : 1130 - 1146
  • [3] Evaluation of the effect of climate change on maize water footprint under RCPs scenarios in Qazvin plain, Iran
    Ahmadi, Mojgan
    Etedali, Hadi Ramezani
    Elbeltagi, Ahmed
    [J]. AGRICULTURAL WATER MANAGEMENT, 2021, 254
  • [4] Validation and testing of the FAO AquaCrop model under different levels of nitrogen fertilizer on rainfed maize in Nigeria, West Africa
    Akumaga, Uvirkaa
    Tarhule, Aondover
    Yusuf, Ado A.
    [J]. AGRICULTURAL AND FOREST METEOROLOGY, 2017, 232 : 225 - 234
  • [5] Allen R.G., 2006, FAO Irrigation and Drainage Paper Crop by, V56
  • [6] Modeling monthly mean air temperature for Brazil
    Alvares, Clayton Alcarde
    Stape, Jose Luiz
    Sentelhas, Paulo Cesar
    de Moraes Goncalves, Jose Leonardo
    [J]. THEORETICAL AND APPLIED CLIMATOLOGY, 2013, 113 (3-4) : 407 - 427
  • [7] Morphophysiological indicators, phenophase and cutting time in an irrigated forage cactus-sorghum intercropping system under strategies of agricultural resilience and agriculture biosaline
    Alves, Cleber Pereira
    da Silva, Thieres George Freire
    Araujo Junior, George do Nascimento
    de Souza, Luciana Sandra Bastos
    Jardim, Alexandre Manicoba da Rosa Ferraz
    de Araujo, Gherman Garcia Leal
    Queiroz, Mario Adriano Avila
    Silva, Servulo Mercier Siqueira e
    Pinheiro, Antonio Gebson
    Salvador, Kaique Renan da Silva
    [J]. IRRIGATION AND DRAINAGE, 2025, 74 (01) : 251 - 275
  • [8] How to enhance the agronomic performance of cactus-sorghum intercropped system: planting configurations, density and orientation
    Alves, Cleber Pereira
    da Rosa Ferraz Jardim, Alexandre Manicoba
    Araujo Junior, George do Nascimento
    Bastos de Souza, Luciana Sandra
    Leal de Araujo, Gherman Garcia
    Alves de Souza, Carlos Andre
    da Silva Salvador, Kaique Renan
    Cordeiro Leite, Renan Matheus
    Pinheiro, Antonio Gebson
    Freire da Silva, Thieres George
    [J]. INDUSTRIAL CROPS AND PRODUCTS, 2022, 184
  • [9] Alves F.A.L., 2020, Pesquisa Agropecuaria Pernambucana, V25, P1, DOI [10.12661/pap.2020.009, DOI 10.12661/PAP.2020.009]
  • [10] Evaluating deficit irrigation management strategies for grain sorghum using AquaCrop
    Araya, A.
    Kisekka, Isaya
    Holman, Johnathon
    [J]. IRRIGATION SCIENCE, 2016, 34 (06) : 465 - 481