Statistics Awards

The 13th Edition of the World Statistics Awards 2026 brings together global researchers, statisticians, academicians, and innovators in Dubai to celebrate excellence, foster collaboration, recognize groundbreaking achievements, and inspire future advancements in statistical science and data-driven research. World Statistics Awards Visit Our Website🌏 : https://statisticsaward.com/ Nominate Now 👉🏻:https://statisticsaward.com/award-nomination/?ecategory=Awards&rcategory=Awardee Support us 📧 : info@statisticsaward.com Get Connected Here ==================================== Tumbler:https://www.tumblr.com/blog/statisticsawards Instagram: https://www.instagram.com/statistics_award/ pinterest: https://in.pinterest.com/statisticsawards/ Blogger:https://statisticsaward.blogspot.com/ #worldresearchawards#Professor#Scientist#Researcher #researchscientist #Researchawards #ScienceAwards#acadamicawards

Congratulations, Dr. Francois Berkmans ! Your excellence in research and unwavering commitment to innovation continue to shape a brighter future for the scientific community. World Statistics Awards Visit Our Website🌏 : https://statisticsaward.com/ Nominate Now 👉🏻:https://statisticsaward.com/award-nomination/?ecategory=Awards&rcategory=Awardee Support us 📧 : info@statisticsaward.com Get Connected Here ==================================== Tumbler:https://www.tumblr.com/blog/statisticsawards Instagram: https://www.instagram.com/statistics_award/ pinterest: https://in.pinterest.com/statisticsawards/ Blogger:https://statisticsaward.blogspot.com/ #worldresearchawards #Professor #Scientist #Researcher #researchscientist #Researchawards #ScienceAwards #acadamicawards

Congratulations, Prof. Jiyoon Bae ! Every milestone you have achieved reflects your commitment to innovation, research, and making a meaningful impact. World Statistics Awards Visit Our Website🌏 : https://statisticsaward.com/ Nominate Now 👉🏻:https://statisticsaward.com/award-nomination/?ecategory=Awards&rcategory=Awardee Support us 📧 : info@statisticsaward.com Get Connected Here ==================================== Tumbler:https://www.tumblr.com/blog/statisticsawards Instagram: https://www.instagram.com/statistics_award/ Pinterest: https://in.pinterest.com/statisticsawards/ Blogger:https://statisticsaward.blogspot.com/ #worldresearchawards #Professor #Scientist #Researcher #researchscientist #Researchawards #ScienceAwards #acadamicawards

  Welcome to the 13th Edition of the World Statistics Awards (WSA) — where excellence meets impact. This renowned international event honors outstanding professionals and researchers whose groundbreaking work in statistics and data science is driving progress across industries and society. World Statistics Awards Visit Our Website🌏 : https://statisticsaward.com/ Nominate Now 👉🏻:https://statisticsaward.com/award-nomination/?ecategory=Awards&rcategory=Awardee Support us 📧 : info@statisticsaward.com Get Connected Here ==================================== Tumbler:https://www.tumblr.com/blog/statisticsawards Instagram: https://www.instagram.com/statistics_award/ Pinterest: https://in.pinterest.com/statisticsawards/ Blogger:https://statisticsaward.blogspot.com/ #worldresearchawards #Professor #Scientist #Researcher #researchscientist #Researchawards #ScienceAwards #acadamicawards

Congratulations, Nicola Della Ca'! Your outstanding contributions and inspiring journey remind us that true success is built on dedication and continuous learning. World Statistics Awards Visit Our Website🌏 : https://statisticsaward.com/ Nominate Now 👉🏻:https://statisticsaward.com/award-nomination/?ecategory=Awards&rcategory=Awardee Support us 📧 : info@statisticsaward.com Get Connected Here ==================================== Tumbler:https://www.tumblr.com/blog/statisticsawards Instagram: https://www.instagram.com/statistics_award/ pinterest: https://in.pinterest.com/statisticsawards/ Blogger:https://statisticsaward.blogspot.com/ #worldresearchawards #Professor #Scientist #Researcher #researchscientist #Researchawards #ScienceAwards #acadamicawards

  Abstract: Canopy SPAD index is a practical indicator for evaluating the photosynthetic status and health of Malus sieversii, an endangered wild apple resource in Xinjiang. To develop a rapid and non-destructive monitoring approach, 255 canopy samples were collected across the flower fading stage, fruit stage, and fruit mature stage using synchronized UAV hyperspectral imaging and ground SPAD measurements.  Spectral preprocessing, feature-band selection, regression modeling, and SHAP interpretation were evaluated using training-set optimization and independent test-set validation. SG-FD produced the strongest preprocessing response, with a maximum absolute correlation coefficient of 0.70. SiPLS reduced 220 effective bands to 84 wavelengths; subsequent CARS, GA, and SPA screening retained 28, 8, and 12 wavelengths, respectively.  The SiPLS-CARS-based Transformer-LSTM model achieved the best performance, with R2 = 0.91 and RMSE = 2.12 in training and R2 = 0.86 and RMSE = 2...