## 3 Results
### Farm Management System Integration: Communication to End Users  
The versatility of the developed dashboard allowed the creation of distinct user accounts tailored to a wide range of user types--farmers or wine producers, cooperatives, \begin{table}
\begin{tabular}{l c c c c c c c c} \hline \hline  & & \multicolumn{6}{c}{**MAGDA Method-DA (5-Days)**} & \multicolumn{2}{c}{**ICITID Method**} \\ \hline
**Site** & Testing period & \(P_{obs}\) & \(P_{fcast}\) & \(ET_{c}\) & IWR & \(ET_{c}\) & IWR \\  & 29 June–3 July & 10.5 & 16.2 & 108.3 & 30.1 & 49.48 & 20.0 \\  & 22 July–26 July & 3.2 & 18.3 & 104.6 & 44.6 & 56.23 & 28.1 \\
**SCDAB** & 5 August–9 August & 5.1 & 10.6 & 86.8 & 20.3 & 52.23 & 10.7 \\  & 7 September–11 September & 12.1 & 13.5 & 30.9 & 0.0 & 25.20 & 10.7 \\
**Average** & 7.7 & 14.7 & 82.7 & 23.8 & 45.8 & 17.4 \\ \hline \hline \end{tabular}
\end{table} 
Table 6: Comparison of recommendations for irrigation derived from SPHY forced with long-term DA forecasts and the irrigation quotas already applied in the SCDAB pilot site in Romania. Precipitation values, \(P_{obs}\) and \(P_{fcast}\), refer to the total rainfall in the testing period. \(ET_{c}\) and IWR values are in \(\text{m}^{3}/\text{ha}/\text{day}\). \begin{table}
\begin{tabular}{l c c c c c c c c c c} \hline \hline  & & \multicolumn{6}{c}{**2-Days**} \\ \hline
**Site** & **Testing Period** & **P\_obs** & **P\_fcast** & **ETc** & **IWR** & **IWR/E\(\mathbf{c}\)** & **P\_fcast** & **ETc** & **IWR** & **IWR/E\(\mathbf{c}\)** \\ \hline \multirow{4}{*}{**SCDAB**} & **29 June-3 July** & 21.0 & 10.8 & 110.71 & 37.60 & 0.34 & 14.0 & 103.63 & 28.42 & 0.27 \\  & 22 July– 26 July & 6.0 & 7.6 & 108.39 & 50.34 & 0.46 & 14.7 & 94.06 & 29.29 & 0.31 \\  & **5 August–9 August** & 20.26 & 0.23 & 12.0 & 75.97 & 12.44 & 0.16 & & & \\  & **7 September–11 September** & 24.0 & 20.7 & 29.83 & 0.00 & 0.00 & 19.4 & 29.18 & 0.00 & 0.00 \\ \hline \multicolumn{2}{c}{**Average**} & 15.3 & 12.8 & 83.94 & 27.05 & 0.32 & 15.0 & 75.71 & 17.54 & 0.23 \\ \hline
**Tetto-Bernardo** & 20 June-24 June & 43.7 & 28.6 & 39.03 & 1.72 & 0.04 & 24.7 & 40.63 & 1.74 & 0.04 \\ \hline \hline \end{tabular}
\end{table} 
Table 4: Short-term forecasts of precipitation (\(P_{fcast}\)), crop reference evapotranspiration (\(ET_{c}\)), and Irrigation Water Requirement (IWR) derived from different weather forecast products (DA and OL) at different testing dates and sites. IWR and \(ET_{c}\) in \(\text{m}^{3}/\text{ha}/\text{day}\). Total rainfall in the period measured at the site (\(P_{obs}\)) and forecasted (\(P_{fcast}\)) are in mm. \begin{table}
\begin{tabular}{l c c c c c c c c c c} \hline \hline  & & \multicolumn{6}{c}{**2-Days**} \\ \hline  & & \multicolumn{6}{c}{**DA**} \\ \hline
**Site** & **Testing Period** & **P\_obs** & **P\_fcast** & **ETc** & **IWR** & **IWR/E\(\mathbf{c}\)** & **P\_fcast** & **ETc** & **IWR** & **IWR/E\(\mathbf{c}\)** \\ \hline \multirow{4}{*}{**SCDAB**} & **29 June-3 July** & 21.0 & 16.2 & 108.34 & 30.14 & 0.28 & 20.9 & 102.80 & 21.29 & 0.21 \\  & 22 July– 26 July & 6.0 & 18.3 & 104.63 & 44.62 & 0.43 & 20.2 & 92.48 & 22.86 & 0.25 \\  & **5 August–9 August** & 20.26 & 0.23 & 19.5 & 75.97 & 12.44 & 0.16 & & & \\  & **7 September–11 September** & 24.0 & 13.5 & 30.91 & 0.00 & 0.00 & 24.8 & 29.85 & 0.00 & 0.00 \\ \hline \multicolumn{2}{c}{**Average**} & 15.3 & 14.7 & 82.67 & 23.76 & 0.29 & 21.4 & 75.27 & 14.15 & 0.19 \\ \hline
**Tetto-Bernardo** & **20 June–24 June** & 43.7 & 50.8 & 41.5 & 4.48 & 0.04 & 52.9 & 17.87 & 3.93 & 0.04 \\ \hline \hline \end{tabular}
\end{table} 
Table 5: Medium-term forecasts of precipitation (\(P_{fcast}\)), crop reference evapotranspiration (\(ET_{c}\)), and Irrigation Water Requirement (IWR) derived from different weather forecast products (DA and OL) at different testing dates and sites. IWR and \(ET_{c}\) in \(\text{m}^{3}/\text{ha}/\text{day}\). Total rainfall in the period measured at the site (\(P_{obs}\)) and forecasted (\(P_{fcast}\)) are in mm. advisors, and experts.