This dataset consists of hyperspectral image data collected from date palm plantations across selected regions of Oman. The data captures spectral reflectance across 200+ narrow bands in the visible to near-infrared range (400–2500 nm). Each hyperspectral cube represents a portion of a date palm canopy under varying health conditions, including healthy, nutrient-deficient, and diseased samples. The dataset is intended for research on tree health monitoring, stress detection, and species classification using deep learning and spectral-spatial analysis. Data preprocessing includes noise removal, spectral normalization, and dimensionality reduction using PCA/MNF. The dataset can support projects on precision agriculture, vegetation health monitoring, and remote sensing–based crop analytics.
Data on the outcomes of vocational colleges from 2020 to 2024 for the purpose of analysis in a master's study in Business Administration with a focus on leadership and innovation.
I would like data and details of government companies
We require data on private schools in Muscat Governorate and South Al Batinah Governorate, along with student data (numbers according to academic levels).
## Translation to English We are requesting the availability of a comprehensive database for the administrative divisions in the Sultanate of Oman, which includes the governorates (11 governorates), states (all states in each governorate), villages, and residential areas. ### Why do we need this data? #### For citizens and residents: - **Delivery Applications**: Such as food and shopping apps for accurate location identification. - **Government Services**: To facilitate filling out electronic government forms. - **Mapping Applications**: To improve the accuracy of locations and directions. - **E-commerce**: To determine shipping costs and delivery times. #### Also for companies and developers: - **App Development**: To build applications that serve the Omani community. - **Logistics Services**: To improve distribution and shipping networks. - **Studies and Research**: To analyze geographic and demographic data. - **Investment**: To make informed investment decisions. ### Code Structure (8 digits): - **XX** - Governorate code (01-11) - **YY** - State code within the governorate (01-99) - **ZZZZ** - Village/area code within the state (0001-9999) ### Regarding the required format for the data: We want the data to be available online so that any application or website can access it immediately, for example: - When you select "Muscat Governorate," all its states are displayed. - When you select "Bawshar State," all its areas and villages are shown. ### Technical details: (Please add the required technical details here)
I want to know the number of online Fraud registered in 2024? We are a start-up company for online real state company we trying to develop app to prevent online fraud in renting properties like flat and houses.
How many government agencies does the Ministry provide with the Government Network Line Protection (MPLS) service?
عربي