Mohamed Moncef Masmoudi’s research while affiliated with University of Carthage and other places

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Publications (117)


Figure 1. Schéma du dispositif expérimental
Figure 2. Surface affectée par la salinité Le bilan de sels est calculé selon l'équation (5). Pour un échantillon de masse (m) de sol, le volume de saturation Vs est la quantité d'eau ajoutée pour obtenir une pâte saturée.
Figure 8 : Evolution de la salinité moyenne du sol (g/l) pour les traitements To et Ts
DISTRIBUTION DE LA SALINITE DU SOL DANS LA ZONE RACINAIRE D'ARBRES DE PECHER APRES SIX ANS D'IRRIGATION DEFICITAIRE
  • Conference Paper
  • Full-text available

December 2023

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126 Reads

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M M Masmoudi

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Distribution of soil salinity in the root zone of peach trees after six years of deficit irrigation This study concerns soil salinization in the root zone of irrigated peach trees subjected to deficit irrigation during six years with waters having a total dissolved salts of 1.4 g/l. The experiment was carried out in a commercial orchard located in the Mornag region. It is planted with the late producing peach variety "Carnival" and equipped with a drip irrigation system. Two irrigation regimes were used for six years. The farmer's regime, supposed to cover the crop water requirement, is taken as control. The second regime consisted of 33 % less water. During this experiment, August 2001-September 2002, a large number of soil samples have been taken from the top 80 cm layer at different dates for determination of soil moisture and the electric conductivity of the extract of the saturated paste. Spatial distribution of soil water content and soil salinity were derived from point values by Kriging. Average values of salinity and moisture for each stratum of the soil within the 80 cm top layer were calculated. In addition, a salt balance have been established. The average soil salinity varied between 1.1 to 1.74 g.l-1 during this period. Lowest values of soil salinity were observed during spring. With total precipitation of only 330 mm, irrigation during the study period was respectively 1041 and 695 mm for the control and the deficit regime. Reducing water supply by 33 % did not affect natural leaching since both treatments showed similar salinity levels. Total salt added was respectively 12.5 t.ha-1 and 8.3 t.ha-1 for the control and the restricted treatment. However deficit irrigation resulted in a yield decre ase of 15 % while saving 33 % of the irrigation water. RÉSUMÉ-Ce travail concerne la salinisation du sol dans la zone racinaire d'arbres de pêcher soumis à l'irrigation déficitaire pendant six ans. L'expérimentation a eu lieu à Mornag dans un verger irrigué au goutte à goutte avec des eaux titrant 1.4 g/l de sels solubles totaux. Deux régimes d'irrigation sont adoptés pendant six ans. Le premier régime, pris comme témoin, est celui donné par l'agriculteur. Il consiste à satisfaire les besoins en eau du pêcher. Le deuxième régime réduit les quantités d'irrigation de 33 % par rapport au témoin. Des prélèvements de sol ont été effectués à différentes dates du cycle végétatif sur un profil de 80 cm de profondeur sur la ligne des goutteurs, à la perpendiculaire des lignes des arbres et sur la diagonale. La salinité des échantillons de sol a été déterminée par la mesure de la conductivité électrique de l'extrait de pâte saturée et la méthode gravimétrique a été utilisée pour la mesure de l'humidité du sol. Afin de spatialiser les valeurs ponctuelles, la technique d'interpolation optimale par Krigeage a été utilisée. Cette méthode a permis de calculer pour un volume contenant le bulbe d'humectation, des moyennes pondérées de la salinité (g/l) et de l'humidité volumique (%) par couche de sol et pour tout le profil. Un bilan de sels durant la sixième année d'expérimentation a été également établi. Les résultats d'analyses montrent que durant la période août 2001-septembre 2002, la salinité moyenne du sol dans la zone humectée varie entre 1.1 et 1.74 g/l, les valeurs minimales correspondent à la période printanière. En plus, des 330 mm de précipitations, les apports d'eau par irrigation ont été respectivement 1041 et 695 mm pour le témoin et le régime déficitaire. Les quantités de sels correspondantes seraient de l'ordre de 12.5 t/ha et 8.3 t/ha pour le traitement déficitaire. Cependant, la salinité du sol a été maintenue à des niveaux comparables sous les deux régimes. L'irrigation totale ne semble pas en effet provoquer un meilleur lessivage des sels. Tout en permettant d'économiser 33 % de l'eau 2 Non-Conventional Water Resources Practices and Management d'irrigation, la pratique de l'irrigation déficitaire réduit les quantités de sel apportés dans les mêmes proportions, elle ne semble pas défavoriser le lessivage des sels mais provoque une baisse du rendement de 15 %.

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Oasis agrosystems in southern Tunisia
Water productivity of the date palms and some associated crops (Battesti, 1998)
Comparison of productivity factors of private and public oases (Belloumi et Matoussi2006)
Literature review on Water Productivity of date palm trees in Tunisian agro systems Article info Abstract

December 2022

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347 Reads

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Ahmed Namsi

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[...]

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Mohamed Moncef Masmoudi

The sustainability of agricultural productivity is closely related to the optimal exploitation of natural resources, namely the efficient water resources management. The evaluation of the effectiveness of the adopted strategies and the applied practices and systems relies on a number of criteria and parameters of which water productivity indices represent the most relevant criteria. In this context, the present study aims to assess the water productivity for date palm cultivation in Tunisia based on an accurate literature review of the previously published scientific papers and reports related to the different studies carried out in these agro-oases regions of the country for the evaluation of the different indices of water productivity. This review represents the main baseline document highlighting in an exhaustive way the challenging features related to water productivity for date palm agro-systems. The outcome of this review indicates that (i) the cultivated date surface is expanding, covering more than 58.000 ha with a total production of 355.000 tons in 2021(ii) the distribution of irrigation water is variable and irregular. iii) The reported water supply for date palm range from 20,000 to 30,000 m 3 /ha while a number of scientific-based calculations estimate the crop water requirements for regular date palm production is between 10,000 and 18,000 m 3 /ha (iv) the efficiency of water conservation techniques is related to numerous in farm factors related to the old traditional surface irrigation systems, to the soil salinization, alkalization and permeability loss and to the overexploitation issues of water resources that reaching is growing and may impact the productivity of date palms and sustainability of the production system (v) the estimation of the biophysical water productivity based on the reported data reaching barely 0.66kg/m 3. This overview highlights the need for an accurate evaluation of the ecological efficiency of the used management measures to a clear appreciation of the new strategies and policies to face the current constraints with regard to all different driving forces influencing water productivity both at the macro and micro scale.


Oasis agrosystems in southern Tunisia
Water productivity of the date palms and some associated crops (Battesti, 1998)
Comparison of productivity factors of private and public oases (Belloumi et Matoussi2006)
Literature review on Water Productivity of date palm trees in Tunisian agro systems

December 2022

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109 Reads

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2 Citations

JOURNAL OF OASIS AGRICULTURE AND SUSTAINABLE DEVELOPMENT

The sustainability of agricultural productivity is closely related to the optimal exploitation of natural resources, namely the efficient water resources management. The evaluation of the effectiveness of the adopted strategies and the applied practices and systems relies on a number of criteria and parameters of which water productivity indices represent the most relevant criteria. In this context, the present study aims to assess the water productivity for date palm cultivation in Tunisia based on an accurate literature review of the previously published scientific papers and reports related to the different studies carried out in these agro-oases regions of the country for the evaluation of the different indices of water productivity. This review represents the main baseline document highlighting in an exhaustive way the challenging features related to water productivity for date palm agro-systems. The outcome of this review indicates that (i) the cultivated date surface is expanding, covering more than 58.000 ha with a total production of 355.000 tons in 2021(ii) the distribution of irrigation water is variable and irregular. iii) The reported water supply for date palm range from 20,000 to 30,000 m3/ha while a number of scientific-based calculations estimate the crop water requirements for regular date palm production is between 10,000 and 18,000 m3/ha (iv) the efficiency of water conservation techniques is related to numerous in farm factors related to the old traditional surface irrigation systems, to the soil salinization, alkalization and permeability loss and to the overexploitation issues of water resources that reaching is growing and may impact the productivity of date palms and sustainability of the production system (v) the estimation of the biophysical water productivity based on the reported data reaching barely 0.66kg/m3. This overview highlights the need for an accurate evaluation of the ecological efficiency of the used management measures to a clear appreciation of the new strategies and policies to face the current constraints with regard to all different driving forces influencing water productivity both at the macro and micro scale.


Figure 1. Valeurs mensuelles des pluies enregistrées à Mornag durant la période Septembre-Mai pour les saisons 2005-2006, 2006-2007, 2007-2008 et 2008-2009. Les pluies efficaces mensuelles ont été calculées pour la période Septembre-Mai en utilisant les quatre méthodes considérées. La figure 2 présente les valeurs de Pe en fonction des pluies brutes mensuelles enregistrées durant les quatre années d'expérimentation. La méthode USDA-2 présente un comportement fortement non linéaire notamment pour les pluies élevées car parmi les quatre méthodes elle est la seule qui tienne compte des facteurs liés à la consommation des cultures et à la capacité de stockage du sol. En effet, les valeurs de Pe correspondantes aux fortes pluies enregistrées au mois de Mars 2007 et Avril 2009 à niveaux d'ETa élevés sont plus importantes que ceux des pluies similaires enregistrées en périodes de faible demande évaporative.
Figure 2. Variation des pluies efficaces mensuelles en fonction des pluies brutes calculées avec les méthodes USDA-1, FP, FAO et USDA-2 durant la période septembre-mai pour les quatre années de suivi.
Figure 4. Valeurs du RMSE d'estimation du stock d'eau dans le sol obtenu en utilisant les quatre méthodes de calcul de la pluie efficace et les valeurs de l'ETa : les points correspondent à des pas de temps de simulation du stock d'eau dans le sol de 1,2,3 et 6 mois en considérant l'ensemble des mesures de la période 2005-2009. Le réservoir sol joue un rôle important dans l'alimentation en eau des cultures dans la mesure ou il permet de stocker l'eau d'un événement pluvieux pour le rendre accessible à la plante ultérieurement. Le fonctionnement de ce résérvoir est fixé par la dynamique de l'évaporation et de la fréquence et les quantités d'eau de pluie. Cette dynamique varie par conséquent d'une saison à l'autre et se traduit par un régime de remplissage et prélèvement qui affecte différemment à l'efficacité des pluies. L'analyse de la variation de l'erreur d'estimation avec la saison a été réalisée pour le pas de simulation de deux mois pour lequel on dispose des observations du stock d'eau dans les sols pendant les trois premières années d'expérimentation. Les erreurs sont exprimées comme étant la différence entre les valeurs du stock hydrique mesurées (So) et estimées (Se) aux mois de janvier, de mars et de mai correspondant respectivement aux phases d'établissement, de croissance rapide et de maturation de la culture. Les écarts moyens obtenus en utilisant les différentes méthodes sont portés en fonction des pluies cumulées à partir du mois de septembre afin de situer cette erreur par rapport l'état hydrique du sol (Figure 5). Au mois de Janvier les pluies cumulées pour la période septembre-novembre ont été respectivement 97, 171 et 238 mm pour les années 2005-2006, 2006-2007 et 2007-
Figure 5. Ecarts (mm) entre les stocks hydriques mesurés (So) et estimés (Se) aux mois de janvier, mars et mai en fonction des pluies précédentes cumulées à partir de septembre (Ps-) pour les différentes années et les différentes méthodes d'estimation de la pluie efficace.
Etude comparative des méthodes d'estimation de la pluie efficace pour une culture de blé

August 2022

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1,005 Reads

In this work estimation of effective precipitation (Pe) is performed using different methods with an assessment of their performance for different time steps. Experimental work was carried out on wheat at the INAT-Mornag experimental station over four years having different distributions of monthly precipitation. Soil moisture was monitored at monthly interval using neutron probe and gravimetric methods. Rainfall and weather factors used for evapotranspiration estimations were collected daily at the experimental site. Pe was estimated using four models: 1) method considering Pe as a fraction of total rainfall, 2) method based on linearized sectors of FAO, 3) method using linearized sectors (USDA-1) and 4) the more elaborated method which integrates soil water holding capacity and evapotranspiration (USDA-2). Crop evapotranspiration (ETc) and the different estimates of Pe were used to simulate soil water content at different time steps. Analysis of the deviations between predicted and observed values of soil water content shows that RMSE varies in the range 40-60 mm for periods of one, two and three months and over 60-130 mm for periods of six months. Using actual evapotranspiration (ETa) estimated by the FAO AquaCrop model, instead of ETc, resulted in reducing errors associated to the estimation of crop evapotarnspiration within the water balance model and therefore better appreciation of the error related to the Pe calculation model. Results show also that simulation errors were reduced on the overall, with an RMSE of 40-110 mm for the six month period. Differences between observed and predicted values calculated over sequences of two months seem to show more dispersion for the decemberjanuary and february-march periods than for april-may. Keywords : effective rainfall, evapotranspiration, water balance, wheat, AquaCrop


Keynote Papers International Conference on: Water, Land and Food Security in Arid and Semi-Arid Regions METHODOLOGY FOR DETERMINING THE POTENTIAL FOR SUPPLEMENTAL IRRIGATION: CASE STUDY OF NORTHERN TUNISIA

Access to small amounts of irrigation water is recognized as a major mean of improving overall productivity of rainfed agriculture. Within a context of increasing water scarcity, supplemental irrigation (SI) has been adopted by many arid countries and incorporated in their respective national development programs. Presently, SI is shaping the way agricultural water is being managed. For instance, in Tunisia large investments have been devoted to the development of irrigation practices on short lived water courses. A typical example is the construction of many hundred of small earth dams. However, it has been observed that water collected by these newly implemented waterworks is used with variable efficiency, depending on various local physical and social conditions. This paper is concerned with the identification of criteria that influence the suitability for the implementation of such small irrigation schemes. The objective is to produce a methodology whereby the potential of using runoff water for supplemental irrigation could be evaluated and regional suitability for this practice could be mapped using commonly available spatial information such as DEM and Satellite images. To this end, an appropriate land rating system was used for deriving soil suitability for irrigation. On the other hand, relevant information on existing reservoirs in the pilot site were used in a bottom up approach to map regional suitability for runoff water harvesting and storage. Basically quantitative data on rainfall distribution, slope, watersheds size and soil types have been integrated to satellite information in order to develop the methodology. Up-scaling allowed to produce spatial information on soil suitability for SI and to delineate potential areas for water collection in northern Tunisia with a reasonable accuracy.


MANAGEMENT PRACTICES ASSESSMENT USING AQUACROP MODEL FOR GROWING BARLEY UNDER SALINE CONDITIONS OF THE ARID REGIONS OF TUNISIA

January 2022

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5 Reads

The Journal of Animal and Plant Sciences

FAO’s Aquacrop is one of the most suited models to water limited and saline conditions. It can help to assess management practices and allows developing better informed decisions concerning management and environmental factors that affect crop production. In this study, Aquacrop was used to determine the acceptable threshold of initial soil salinity and the suited period for sowing barley. Three initial soil salinity levels (3, 6 and 8 dS m-1) were evaluated under different initial soil water content for full (FI) and deficit irrigated barley and two contrasting seasons. Barley yield was predicted also for 8 consecutive sowing dates including the sowing dates used by famers. The model simulations were evaluated using statistical indicators (Root Mean Square Error (RMSE), Mean Bias Error (MBE), Mean Absolute Error (MAE) and the coefficient of determination (r2) and the three season’s experimental data. Results show that grain yield and final biomass decrease with delay of sowing date and these reductions were accentuated with high initial soil salinity and the variability of rainfall events. The most suitable period for sowing barley ranging between end of November and the beginning of December. Initial conditions affect yield while the yield reduction started to be considerable (30%) only with the relatively higher level of soil salinity (8 dS m-1) and for dry season and deficit treatment. The comparison between measured and simulated yield and biomass under varied sowing dates and initial soil salinity shows good agreement with RMSE ranging between 0.36 and 1.6 t ha-1, MAE ranging between 0.29 and 1.48 t ha-1, r² about 0.77 and 0.81 for yield and final biomass, respectively. Aquacrop could be a useful tool to determine the optimum barley yield for different restricted factors. Key words: Barley, irrigation, Aquacrop, saline water, sowing date, management practices, arid environment.


Effect of irrigation regimes using saline water on faba bean ( Vicia faba L.) yield and water productivity in an arid environment*

August 2021

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322 Reads

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5 Citations

Irrigation and Drainage

A 2‐year study was conducted to assess the effects of irrigation regimes using saline water on soil salinization, yield, water productivity, and net income of faba bean ( Vicia faba L.) under actual farming conditions in arid regions of Tunisia. Faba bean (cvs. Luz de Otono and local) was grown on a sandy soil and drip‐irrigated with water having an electrical conductivity of 6 dS m ⁻¹ . Two deficit irrigation (DI70 and DI40) and one full irrigation (FI) strategy consisting of applications of 40%, 70%, and 100% of crop evapotranspiration (ETc), respectively, were compared to the traditional farmers' irrigation method (FM) in which 16 mm irrigation were applied every 5 days from planting till harvest. Results showed that the lowest soil salinity values at harvest were observed under FI treatment, while the highest were obtained with DI40 and the FM. The maximum values of faba bean yields were obtained under FI and the lowest with the FM. No significant reduction in yields was observed with the DI70 treatment compared to FI, while DI40 and the FM significantly decreased the fresh pod yields. Using 12%–20% more irrigation water than FI treatment, the FM did not improve soil salinity but resulted in a significant yield reduction compared to FI. Total water productivity values varied between 4.9 (FM) and 14 kg m ⁻³ (DI40) across different years and treatments. Compared to the FM, which applies fixed amounts with the same frequency, the FI strategy, which adapts the irrigation amounts to the actual crop water requirements, was more productive and provided a significant advantage in terms of yield and net income. Under limited availability of irrigation water, adoption of the DI70 treatment was found to be a good alternative as it allowed 30% water saving and was subject to limited negative effects on soil salinity, yield, and net income.


Deficit Irrigation Using Saline Water of Fruit Trees under Water Scarcity Conditions of Southern Tunisia

July 2021

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242 Reads

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6 Citations

Both water scarcity and salinity are major obstacles for crop production in arid parts of Tunisia and require adoption of strategies aimed at improving water-use efficiency. Field experiments on deficit irrigation (DI) of table olive, orange trees, and grapevines with saline water (2 dS·m⁻¹) were conducted in the arid region of Médenine, Tunisia. Three irrigation treatments were compared with the farmer’s method (FM) over two years (2013–2014): deficit irrigation (DI75) and (DI50), which received 75% and 50% less water than full irrigation (FI), respectively, and full compensation of the crop evapotranspiration (FI). Measurements included seasonal changes in soil water content, soil salinity, yield, fruit quality, and economic return. Results showed that in-season water limitations, roughly between 700–250 mm, caused significant reductions in yield and fruit weight, but improved the total soluble solids of fruits. Under FI, DI75, DI50, and FM, average yields were 26.6, 20.1, 14.7, and 21.2 t·ha⁻¹ for orange, 4.5, 4.0, 3.1, and 3.5 t·ha⁻¹ for table olive, and 3.8, 3.4, 3.1, and 3.5 t·ha⁻¹ for grapevine, respectively. Soil salinity build up increased linearly with decreasing irrigation water. Irrigation water productivity (IWP), although lowest for FM, was relatively high (3.30–4.30 kg·m⁻³ for orange, 0.65–1.20 kg·m⁻³ for table olive, and 0.74–1.30 kg·m⁻³ for grapevine). Economic evaluation showed that the FI strategy generated the greatest net income (1800–6630 USD·ha⁻¹), followed by DI75 (1350–3940 USD·ha⁻¹), FM (844–4340 USD·ha⁻¹), and DI50 (600–2400 USD·ha⁻¹). The results show an important potential for reasonably sustaining farmer’s income under increased water scarcity.


Figure 5 -Irrigation water productivity (IWP, Kg/m 3 ) of carrot (2007-2010), lettuce (2009-2011) and pepper (2008-2009) as related to irrigation water supply for five irrigation strategies: full irrigation supplying 100% ETc (FI), deficit irrigation supplying 80% ETc (DI-80), 60% ETc (DI-60 & FI-DI60) and local farmers irrigation method (FM).
Monthly climatic data of the growing period for the long term period (22 years) and for the years of carrot and lettuce field experiments.
Yield components and quality of lettuce under different irrigation regimes (2009-2011)
Saline water use for vegetable crops production in smallholders' farms

January 2021

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375 Reads

Journal of Agriculture and Environment for International Development (JAEID)

Field studies on saline water use (6 dS/m) for carrot, lettuce and pepper production in smallholder's farms were conducted in the arid region of Medenine-Tunisia. The irrigation regimes were full (FI) and deficit (DI-80, DI-60, FI-DI60) irrigated with levels of 100, 80 and 60% of ETc when 40% of total available water in the root zone in the FI treatment was depleted, and farmer method (Farmers). Results show that the greatest values of soil salinity were observed under Farmers (FM) and DI-60 treatments. Relatively low ECe values were also recorded under FI-DI60 and DI-80 treatments. The highest mean yields of carrot (26.8-28.7-29.5 t/ha), lettuce (42.6-45.8 t/ha) and pepper (22.3-24.4 t/ha) were recorded for the FI treatment, that is not significantly different from the FI-DI60 and DI-80 treatments. Compared with FI, significant reductions in carrot, lettuce and pepper yields were observed under the DI60 and Farmers treatments, resulting from a reduction in yield components. The Farmers's method increased soil salinity and resulted in an increase of water use of 43-57% for carrot, 26-29% for lettuce and 11.5-16% for pepper. Water productivity (WP) values reflected the differences in yields and varied between 3.4 (Farmers) and 9.7 kg/m 3 (DI-80) for carrot, 7.5 and 19.1 kg/m 3 for lettuce and 2.4 and 5.5 kg/m 3 for pepper across different years and treatments. The soil water balance-based irrigation method (FI) generated the greatest net income compared to the Farmers treatment in carrot, lettuce and pepper productions under arid environment and the lowest soil salinization. FI scheduling technique is suggested for optimizing saline water use for vegetable crops. Under water scarcity, the adoption of the FI-DI60 and DI-80 strategies results in 4.5 to 20% water savings as compared to FI with small impact on salinity in the root zone and yield and net income reductions.


Up-scaling of crop productivity estimations using the AquaCrop model and GIS-based operations

July 2019

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170 Reads

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5 Citations

Arabian Journal of Geosciences

Crop models are useful in evaluating management strategies and exploration of new practices, particularly in studies related to climate change and productivity assessment of agricultural systems. At field level, biophysical crop models are generally suitable in homogeneous environments when accurate input data and calibration parameters are available. However, their use at watershed level is limited, especially in hilly areas with great variability of soils, slope, and land use. Systematic method considering all terrain variabilities is time consuming since it requires high-resolution data and parameterization effort while geospatial models like SWAT, using simplified crop modules do not reflect the complexity of the simulated processes. In this work, an alternative methodology is proposed and tested in the hilly Mediterranean watershed of Kamech located in the Cap Bon Peninsula, Tunisia (N 36.88°, E 10.88°); it uses the FAO AquaCrop biophysical model to estimate production in selected fields and scale up the results to the watershed level. Maps of soil, slope, and land use are combined by a GIS tool to obtain a database of averaged field properties and occupations. Three categories of texture, depths, and slopes were considered to classify the 313 fields of the watershed into 27 soil classes and determine their respective area-weighting factor. The systematic method considering all fields and the proposed method considering the 27 representative fields were used to estimate the watershed production for dominant crops: wheat, barley, and faba bean. Results show a good correlation between both methods with values of relative RMSD in the range of 0.5–2% for biomass and 2–5% for grain yield. Decile-decile analysis showed that the proposed methodology simulated almost all the observed spatial variability of yield within the watershed suggesting its suitability for productivity assessment and prediction in hilly fragmented agricultural landscape.


Citations (65)


... The oases of Tunisia are distributed across the governorates of Gabès, Gafsa, Tozeur, and Kébili, covering a total area of approximately 55,903 hectares (Dhaouadi et al., 2022). In addition to their social, environmental, and cultural importance, these oases hold significant economic potential, primarily based on date palm cultivation. ...

Reference:

Irrigation Management and Water Requirements of Date Palm in Three Oases of Tunisia
Literature review on Water Productivity of date palm trees in Tunisian agro systems

JOURNAL OF OASIS AGRICULTURE AND SUSTAINABLE DEVELOPMENT

... Toutefois, la pratique de cette culture dans les régions arides nécessite une gestion appropriée de l'eau et de la salinité. La réponse des cultures aux apports hydriques a été étudiée pour plusieurs cultures afin de déterminer les stratégies d'irrigation permettant d'optimiser le rendement et la productivité de l'eau (Ayars et al., 1991;Bustan et al., 2004;Zhang et al., 2004;Ali et al., 2007;El Mokh et al. 2021, 2022. Il a été démontré qu'un pilotage d'irrigation optimum nécessite une estimation précise de l'ETc (Doorenbos and Pruitt, 1977). ...

Effect of irrigation regimes using saline water on faba bean ( Vicia faba L.) yield and water productivity in an arid environment*

Irrigation and Drainage

... Irrigation water was delivered using two dripper lines located at 0.5 m from the trunk with four drippers of 2 or 4 L h −1 per tree. Three irrigation treatments were applied during four growing seasons (2013-2016) as: (i) Control: fully irrigated with water applied to 100% of ETc for both sides of root zone; (ii) DI: irrigation water applied to both sides of root zone at 50% of ETc; and (iii) PRD 15 : alternate irrigation switched every 15 days, that supplied 50% of ETc. Water supply was delivered using two dripper lines located at 0.5 m from the trunk. ...

Deficit Irrigation Using Saline Water of Fruit Trees under Water Scarcity Conditions of Southern Tunisia

... Research conducted by Nagaz et al. (2012) on pepper yield and soil salinity influenced by various DI regimes, i.e., FI, CDI at 80% ET 0 , CDI at 60% ET 0 , RDI at 60% ET 0 , and farmer's management practices showed the maximum yield and lowest electrical conductivity (EC) of soil were under FI treatment. On the contrary, under the farmer's management practices, the highest EC and the lowest yield were noted. ...

Effect of deficit drip-irrigation scheduling regimes with saline water on pepper yield, water productivity and soil salinity under arid conditions of Tunisia

Journal of Applied Horticulture

... Foggy conditions promote colder temperatures for achieving a period of soil dormancy, shielding plant buds from the sun, and helping them accumulate winter chill. Declining yields have been reported due to altered phenology and insufficient chill hours for almond (Ghrab et al., 2016;Tombesi et al., 2010;Ghrab et al., 2022) and pistachio (Kallsen, 2017;Zhang and Ranford, 2021). ...

Climate change and vulnerability of pistachio and almond crops in the Mediterranean arid areas
  • Citing Conference Paper
  • May 2015

... The Mediterranean region experiences warmer winters and fewer chills as a result of rising temperatures brought on by global warming (Ghrab et al., 2016(Ghrab et al., , 2022. Fruit trees without covering experienced irregular, partial, or low bud break, a delayed bloom and longer flowering period, as well as low fruit quality and yield (Ghrab et al., 2022). ...

Climate change and vulnerability of pistachio and almond crops in the Mediterranean arid areas
  • Citing Article
  • January 2016

... Values of tree water potentials of the considered scion-rootstock combinations were variable with deficit irrigation levels (Ghrab et al., 2010(Ghrab et al., , 2014a. Better water status was observed for trees grafted on GF677 during active growth stage, whereas under severe deficit conditions differences between rootstocks were negligible. ...

Etat hydrique d’une variété précoce de pêcher sous irrigation déficitaire : indicateurs de stress et effet du porte-greffe
  • Citing Article
  • January 2010

... The AquaCrop model in its Python implementation (AquaCrop-OSPy) was chosen due to its suitability for conditions where water stress is salient and due to its applicability for climate change risk assessment on crops [32]. AquaCrop's suitability for studying barley growth in Mediterranean environments has been demonstrated [16][17][18]. It has been shown to be adaptable to the needs of end-users outside of crop modellers and scientists (i.e., consultants and farmers) [48], and its better performance compared to other crop models in simulating barley yields in Mediterranean case studies has been verified [49,50]. ...

Up-scaling of crop productivity estimations using the AquaCrop model and GIS-based operations
  • Citing Article
  • July 2019

Arabian Journal of Geosciences

... Furthermore, the investigation of technical breakthroughs, such as the use of machine learning and remote sensing to improve ET calculation, emphasizes the relevance of innovation in water management and crop yield. The influence of climate change on ET rates and agricultural water requirements is crucial, emphasizing the importance of precise estimation in adapting to changing weather patterns and ensuring sustainable water usage in agriculture (Boudhina et al. 2019;Chen et al. 2017). ...

Use of AquaCrop model for estimating crop evapotranspiration and biomass production in hilly topography
  • Citing Article
  • April 2019

Arabian Journal of Geosciences

... Evapotranspiration ( , in kg m −2 s −1 ) can be directly obtained from Eq. Quality assurance and quality control and gap-filled data from the team responsible for the towers (from 2001/07/01 up to 2014/12/31) of were available on an hourly basis. We filled the few remaining gaps in data (see Table 2) using linear interpolation for 1 and 2 hour gaps (Falge et al., 2001) and multiple linear regression with net radiation, soil, and sensible heat fluxes (Boudhina et al., 2018;Hoeltgebaum et al., 2021). The flux towers are located on the east side of ASHLtwo of them (US-Ne1 and US-Ne2) inside (≈ 0.7 km between them) and the other (US-Ne3) outside (≈ 4.0 km to US-Ne1 and US-Ne2), but nearby (see Fig. 1). ...

Evaluating four gap-filling methods for eddy covariance measurements of evapotranspiration over hilly crop fields