Mr. Ahmad Faraz Ishaq - Crop Yield Modeling - Best Researcher Award

Beihang University - Pakistan

Author Profile

🎓 Early academic pursuits

Ahmad Faraz Ishaq laid the foundation for his academic journey with a strong passion for agronomy and its technological applications. he pursued an m.sc. (hons) in agronomy from the university of agriculture faisalabad, where he delved into crop growth optimization and sustainable agricultural practices. his early research focused on improving mungbean yield through optimized sowing dates and planting patterns, reflecting his keen interest in enhancing crop productivity. his academic excellence paved the way for his future endeavors in integrating geospatial technologies with agricultural research.

🌍 Professional endeavors

Ahmad Ishaq has built a distinguished career that seamlessly bridges agriculture and space technology. currently serving as a manager at suparco, he specializes in geo-spatial technologies for crop yield modeling, area estimation, and damage assessment caused by natural hazards. his expertise extends to monitoring crop health using ndvi and ndwi indices, ensuring precise and data-driven agricultural decisions. he also plays a crucial role in supporting agro-industries, particularly in sugarcane harvest monitoring. his professional journey reflects a deep commitment to leveraging space-based technologies for the advancement of precision agriculture.

🌿 Contributions and research focus

Ahmad has made groundbreaking contributions to agricultural research by integrating crop growth models, radiative transfer models, and machine learning to enhance crop trait estimation Crop Yield Modeling and yield prediction. his notable publications include "a synergistic framework for coupling crop growth, radiative transfer, and machine learning to estimate wheat crop traits in pakistan" and "a systematic review of radiative transfer models for crop yield prediction and crop traits." his research has introduced innovative methodologies that combine satellite data with machine learning to develop robust models for wheat yield prediction, significantly improving agricultural forecasting and resource management.

🏆 Accolades and recognition

Ahmad's contributions to agricultural research and precision farming have been widely acknowledged. his work has been published in prestigious journals like remote sensing, where he has co-authored influential studies on geospatial technologies for crop modeling. he has also contributed to practical agricultural knowledge, co-authoring articles in the international journal of Crop Yield Modeling agriculture and biology and publishing insights on wind break management in daily dawn. his ability to translate complex research into real-world applications has earned him recognition in both academic and professional circles.

👨‍💻 Impact and influence

Ahmad Ishaq's research has significantly influenced the field of precision agriculture, particularly in pakistan. his expertise in integrating space-based technologies with agronomy has provided farmers and policymakers with actionable insights for crop management. by employing machine learning and remote sensing data, he has enabled more accurate predictions of crop health Crop Yield Modeling and yield, reducing risks associated with climate change and natural disasters. his contributions have enhanced decision-making processes in the agricultural sector, making farming more efficient and sustainable.

🛠️ Legacy and future contributions

As he pursues a ph.d. in space technology and its application at beihang university, beijing, ahmad continues to push the boundaries of precision agriculture. his research aims to further integrate space-based innovations with agricultural practices, ensuring more sustainable and data-driven farming solutions. his legacy lies in his dedication to merging agronomy with cutting-edge technology, setting a precedent for future researchers and professionals in the field. through his continued efforts, he is shaping a future where precision agriculture plays a central role in global food security and environmental sustainability.

Notable Publications

Title: Geospatial Robust Wheat Yield Prediction Using Machine Learning and Integrated Crop Growth Model and Time-Series Satellite Data
Author(s): Rana Ahmad Faraz Ishaq, Guanhua Zhou, Guifei Jing, Syed Roshaan Ali Shah, Aamir Ali, Muhammad Imran, Hongzhi Jiang, Obaid-ur-Rehman
Journal: Remote Sensing
Title: Assessing Above-Ground Biomass Dynamics and Carbon Sequestration Potential Using Machine Learning and Spaceborne LiDAR in Hilly Conifer Forests of Mansehra District, Pakistan
Author(s): Muhammad Imran, Guanhua Zhou, Guifei Jing, Chongbin Xu, Yumin Tan, Rana Ahmad Faraz Ishaq, Muhammad Kamran Lodhi, Maimoona Yasinzai, Ubaid Akbar, Anwar Ali
Journal: Forests
Title: A Systematic Review of Radiative Transfer Models for Crop Yield Prediction and Crop Traits Retrieval
Author(s): Rana Ahmad Faraz Ishaq, Guanhua Zhou, Tian Chen, Yumin Tan, Guifei Jing, Hongzhi Jiang, Obaid-ur-Rehman
Journal: Remote Sensing
Title: Contextual Band Addition and Multi-Look Inferencing to Improve Semantic Segmentation Model Performance on Satellite Images
Author(s): Syed Roshaan Ali Shah, Obaid-Ur-Rehman, Yasir Shabbir, Rana Ahmad Faraz Ishaq
Journal: Journal of Spatial Science
Title: Trans-Boundary Spatio-Temporal Analysis of Sentinel 5P Tropospheric Nitrogen Dioxide and Total Carbon Monoxide Columns Over Punjab and Haryana Regions with COVID-19 Lockdown Impact
Author(s): Yasir Shabbir, Guanhua Zhou, Obaid-ur-Rehman, Syed Roshaan Ali Shah, Rana Ahmad Faraz Ishaq
Journal: Environmental Monitoring and Assessment

🌱 Early academic pursuits

Inzamam Ul Haq's academic journey began with a strong foundation in entomology and crop protection. he earned his m.sc. (hons.) in agricultural entomology from the university of agriculture, faisalabad, pakistan, where he delved into understanding the effects of irrigation regimens on systemic insecticides against the whitefly bemisia tabaci. with a cgpa of 3.52/4.00, he demonstrated a consistent dedication to his studies. further advancing his expertise, he completed his ph.d. in entomology (plant protection) from gansu agricultural university, china, achieving an impressive 85.8% marks. his doctoral research focused on eco-friendly management strategies for the fall armyworm, spodoptera frugiperda, and comparative satellitome analysis of its geographically distant populations.

🏢 Professional endeavors

Inzamam’s professional career reflects his commitment to both research and education. he began as a research internee at the ayub agricultural research institute, faisalabad, pakistan, where he gained hands-on experience in agricultural research. later, he served as a school teacher in the punjab education department, pakistan, nurturing young minds. currently, he is a postdoctoral researcher at fujian agriculture and forestry university, china, where he continues to make significant strides in plant protection and entomological studies.

🔬 Contributions and research focus

Inzamam’s research primarily revolves around sustainable and eco-friendly pest management solutions. his ph.d. research contributed valuable insights into the control of spodoptera frugiperda, a major pest impacting global agriculture. he explored the satellitome analysis and transposable elements in its geographically Plant Protection distinct populations, enhancing the understanding of pest adaptability and management. during his m.sc., he investigated the interaction between irrigation regimens and systemic insecticides in combating whiteflies, contributing to optimized pest control practices in cotton crops.

🏅 Accolades and recognition

Inzamam's academic and research achievements are evident in his stellar academic performance and his growing presence in the scientific community. with Plant Protection publications indexed in renowned platforms like google scholar and researchgate, he has established himself as a promising researcher in the field of entomology. his ability to secure international academic positions highlights the recognition of his work on a global scale.

🌍 Impact and influence

Inzamam’s work addresses critical challenges in agriculture, particularly the sustainable management of pests that threaten food security worldwide. his Plant Protection contributions to understanding the genetic and ecological aspects of pests like the fall armyworm provide a foundation for developing targeted and environmentally friendly control strategies. his research also influences policy-making and farming practices, ensuring a balance between productivity and sustainability.

🔗 Legacy and future contributions

with a deep-rooted passion for entomology and crop protection, inzamam is poised to leave a lasting legacy in sustainable agriculture. as a postdoctoral researcher, he aims to broaden his research into innovative pest management solutions using advanced genetic and ecological tools. his future work is expected to further bridge the gap between research and practical implementation, benefiting both farmers and ecosystems.

Notable Publications

Title: Interactions Between Nanoparticles and Tomato Plants: Influencing Host Physiology and the Tomato Leafminer’s Molecular Response
Authors: Inzamam Ul Haq, Xiangyun Cai, Habib Ali, Muhammad Rehan Akhtar, Muhammad Adeel Ghafar, Moazam Hyder, Youming Hou
Journal: Nanomaterials

Title: Characteristics of Rapeseed (Brassica rapa L.) genome DREB family demonstrate their roles in stress
Authors: Yi Gong, Zejiang Qiu, Weihai Hou, Inzamam Ul Haq, Muhammad Rizwan Shafiq, Badr Alharthi
Journal: Plant Stress

Title: Drought reduced the adaptability of Myzus persicae on drought-tolerant potato cultivars
Authors: Ke-Xin Zhang, Chun-Yan Lin, Hui-Ping Liu, Inzamam UI Haq, Peter Quandahor, Yu-Ping Gou, Chun-Chun Li, Ze-Yuan Yang, Chang-Zhong Liu
Journal: Entomologia Generalis

Title: Do Phagostimulants, Alone or Combined with Ammonium Acetate, Di-Ammonium Phosphate, and Acetic Acid, Effectively Attract Both Sexes of Peach Fruit Flies, Bactrocera zonata (Diptera: Tephritidae)? Insights from Laboratory and Field Bioassays
Authors: Muhammad Junaid Nisar, Muhammad Dildar Gogi, Asim Abbasi, Bilal Atta, Qudsia Yousafi, Inzamam Ul Haq, Mishal Subhan, Hayssam M. Ali, Waleed A. A. Alsakkaf, Mohamed S. Basiouny
Journal: Insects

Title: Replacing soybean meal with lesser mealworm Alphitobius diaperinus improves broiler productive performances, haematology, intestinal morphology and meat quality
Authors: M. Sajjad, M. Binyameen, Asif Sajjad, M. Sarmad, A. Abbasi, E.U. Khan, I.U. Haq, Mishal Subhan, A.R. Alhimaidi, R.A. Amran
Journal: Journal of Insects as Food and Feed