Citations (19)
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Murali Krishna Gumma, Prasad S Thenkabail, Pranay Panjala, Pardhasaradhi Teluguntla, Takashi Yamano & Ismail Mohammed. (2022) Multiple agricultural cropland products of South Asia developed using Landsat-8 30 m and MODIS 250 m data using machine learning on the Google Earth Engine (GEE) cloud and spectral matching techniques (SMTs) in support of food and water security. GIScience & Remote Sensing 59:1, pages 1048-1077.
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Ahmad Khan, Matthew C. Hansen, Peter Potapov, Bernard Adusei, Stephen V. Stehman & Marc K. Steininger. (2021) An operational automated mapping algorithm for in-season estimation of wheat area for Punjab, Pakistan. International Journal of Remote Sensing 42:10, pages 3833-3849.
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Umer Saeed, Jan Dempewolf, Inbal Becker-Reshef, Ahmad Khan, Ashfaq Ahmad & Syed Aftab Wajid. (2017) Forecasting wheat yield from weather data and MODIS NDVI using Random Forests for Punjab province, Pakistan. International Journal of Remote Sensing 38:17, pages 4831-4854.
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Articles from other publishers (16)
Kinza Shabbir, Khawar Sultan, Zunaira Noreen, Qamar uz Zaman, Munawar Iqbal, Arif Nazir, Samiah H. Al-Mijalli, Nouf Mohammad Alnafisi, Shahid Iqbal & Naveed Ahmad. (2023) Impact of the urban environment on habitat selection of wild avifauna: Center to boundary ecological assessment. Acta Ecologica Sinica.
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Mingxiang Mao, Hongwei Zhao, Gula Tang & Jianqiang Ren. (2023) In-Season Crop Type Detection by Combing Sentinel-1A and Sentinel-2 Imagery Based on the CNN Model. Agronomy 13:7, pages 1723.
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Rana Muhammad Amir Latif, Jinliao He & Muhammad Umer. (2023) Mapping Cropland Extent in Pakistan Using Machine Learning Algorithms on Google Earth Engine Cloud Computing Framework. ISPRS International Journal of Geo-Information 12:2, pages 81.
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Aqil Tariq, Saima Siddiqui, Alireza Sharifi & Syed Hassan Iqbal Ahmad Shah. (2022) Impact of spatio-temporal land surface temperature on cropping pattern and land use and land cover changes using satellite imagery, Hafizabad District, Punjab, Province of Pakistan. Arabian Journal of Geosciences 15:11.
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Jeffrey Pickering, Alexandra Tyukavina, Ahmad Khan, Peter Potapov, Bernard Adusei, Matthew C. Hansen & André Lima. (2021) Using Multi-Resolution Satellite Data to Quantify Land Dynamics: Applications of PlanetScope Imagery for Cropland and Tree-Cover Loss Area Estimation. Remote Sensing 13:11, pages 2191.
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Hongyan Zhang, Hongyu Du, Chengkang Zhang & Liangpei Zhang. (2021) An automated early-season method to map winter wheat using time-series Sentinel-2 data: A case study of Shandong, China. Computers and Electronics in Agriculture 182, pages 105962.
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Ishfaq Ahmad, Aditya Singh, Muhammad Fahad & Muhammad Mohsin Waqas. (2020) Remote sensing-based framework to predict and assess the interannual variability of maize yields in Pakistan using Landsat imagery. Computers and Electronics in Agriculture 178, pages 105732.
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Yongguang Zhai, Nan Wang, Lifu Zhang, Lei Hao & Caihong Hao. (2020) Automatic Crop Classification in Northeastern China by Improved Nonlinear Dimensionality Reduction for Satellite Image Time Series. Remote Sensing 12:17, pages 2726.
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Ahmad Khan, Ahmad Said & Imran Ullah. (2020) Landsat based distribution mapping of high-altitude peatlands in Hindu Kush Himalayas — a case study of Broghil Valley, Pakistan. Journal of Mountain Science 17:1, pages 42-49.
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Mousa Abad, Ali Abkar & Barat Mojaradi. (2018) Effect of the Temporal Gradient of Vegetation Indices on Early-Season Wheat Classification Using the Random Forest Classifier. Applied Sciences 8:8, pages 1216.
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Haerani Haerani, Armando Apan & Badri Basnet. (2018) Mapping of peanut crops in Queensland, Australia, using time-series PROBA-V 100-m normalized difference vegetation index imagery. Journal of Applied Remote Sensing 12:03, pages 1.
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Ahmad Khan, Matthew Hansen, Peter Potapov, Bernard Adusei, Amy Pickens, Alexander Krylov & Stephen Stehman. (2018) Evaluating Landsat and RapidEye Data for Winter Wheat Mapping and Area Estimation in Punjab, Pakistan. Remote Sensing 10:4, pages 489.
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Jinling Zhao, Chao Xu, Jianpeng Xu, Linsheng Huang, Dongyan Zhang & Dong Liang. (2017) Forecasting the wheat powdery mildew (Blumeria graminis f. Sp. tritici) using a remote sensing-based decision-tree classification at a provincial scale. Australasian Plant Pathology 47:1, pages 53-61.
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S. S. McDermid, L. O. Mearns & A. C. Ruane. (2017) Representing agriculture in Earth System Models: Approaches and priorities for development. Journal of Advances in Modeling Earth Systems 9:5, pages 2230-2265.
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Sergii Skakun, Belen Franch, Eric Vermote, Jean-Claude Roger, Inbal Becker-Reshef, Christopher Justice & Nataliia Kussul. (2017) Early season large-area winter crop mapping using MODIS NDVI data, growing degree days information and a Gaussian mixture model. Remote Sensing of Environment 195, pages 244-258.
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Gaurav Shukla, Rahul Dev Garg, Hari Shanker Srivastava & Pradeep Kumar Garg. (2017) Implementation of random forest algorithm for crop mapping across an aridic to ustic area of Indian states. Journal of Applied Remote Sensing 11:2, pages 026005.
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