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International Journal of Remote Sensing Volume 33, 2012 - Issue 17
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Original Articles

Using variance analysis of multitemporal MODIS images for rice field mapping in Bali Province, Indonesia

I Wayan Nuarsa Faculty of Agriculture, Udayana University, Denpasar, 80361, IndonesiaCorrespondence[email protected]
,
Fumihiko Nishio Centre for Environmental Remote Sensing, Chiba University, Chiba, 263‐8522, Japan
,
Chiharu Hongo Centre for Environmental Remote Sensing, Chiba University, Chiba, 263‐8522, Japan
&
I Gede Mahardika Faculty of Agriculture, Udayana University, Denpasar, 80361, Indonesia
Pages 5402-5417 | Received 18 Dec 2009, Accepted 10 Dec 2011, Published online: 01 Mar 2012

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Katsuo Okamoto & Hiroyuki Kawashima. (2016) Estimating total area of paddy fields in Heilongjiang, China, around 2000 using Landsat Thematic Mapper/Enhanced Thematic Mapper Plus data. Remote Sensing Letters 7:6, pages 533-540.
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Articles from other publishers (47)

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Rongkun Zhao, Yue Wang & Yuechen Li. (2023) High-Resolution Ratoon Rice Monitoring under Cloudy Conditions with Fused Time-Series Optical Dataset and Threshold Model. Remote Sensing 15:17, pages 4167.
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Chenxi Yan, Ziming Li, Zhicheng Zhang, Ying Sun, Yidan Wang & Qinchuan Xin. (2023) High-resolution mapping of paddy rice fields from unmanned airborne vehicle images using enhanced-TransUnet. Computers and Electronics in Agriculture 210, pages 107867.
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Guixiang Tian, Heping Li, Qi Jiang, Baojun Qiao, Ning Li, Zhengwei Guo, Jianhui Zhao & Huijin Yang. (2023) An Automatic Method for Rice Mapping Based on Phenological Features with Sentinel-1 Time-Series Images. Remote Sensing 15:11, pages 2785.
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Hui Wang, Bo Zhao, Panpan Tang, Yuxiang Wang, Haoming Wan, Shi Bai & Ronghao Wei. (2022) Paddy Rice Mapping Using a Dual-Path Spatio-Temporal Network Based on Annual Time-Series Sentinel-2 Images. IEEE Access 10, pages 132584-132595.
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K.R. Thorp & D. Drajat. (2021) Deep machine learning with Sentinel satellite data to map paddy rice production stages across West Java, Indonesia. Remote Sensing of Environment 265, pages 112679.
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Lin Chu, Chenlong Jiang, Tianwei Wang, Zhaoxia Li & Chongfa Cai. (2021) Mapping and forecasting of rice cropping systems in central China using multiple data sources and phenology-based time-series similarity measurement. Advances in Space Research 68:9, pages 3594-3609.
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Lu Xu, Hong Zhang, Chao Wang, Sisi Wei, Bo Zhang, Fan Wu & Yixian Tang. (2021) Paddy Rice Mapping in Thailand Using Time-Series Sentinel-1 Data and Deep Learning Model. Remote Sensing 13:19, pages 3994.
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A F Sahararini, Supriatna & A Wibowo. (2020) Estimation of rice productivity using Sentinel-2 imagery with NDVI algorithm in Cariu sub-district, Bogor, West Java. IOP Conference Series: Earth and Environmental Science 481:1, pages 012056.
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Anh Phan, Duong N. Ha, Chuc D. Man, Thuy T. Nguyen, Hung Q. Bui & Thanh T. N. Nguyen. (2019) Rapid Assessment of Flood Inundation and Damaged Rice Area in Red River Delta from Sentinel 1A Imagery. Remote Sensing 11:17, pages 2034.
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Jing Liao, Yueming Hu, Hongliang Zhang, Luo Liu, Zhenhua Liu, Zhengxi Tan & Guangxing Wang. (2018) A Rice Mapping Method Based on Time-Series Landsat Data for the Extraction of Growth Period Characteristics. Sustainability 10:7, pages 2570.
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Wei Liu, Jie Dong, Kunlun Xiang, Sen Wang, Wei Han & Wenping Yuan. (2018) A sub-pixel method for estimating planting fraction of paddy rice in Northeast China. Remote Sensing of Environment 205, pages 305-314.
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Mostafa Mosleh, Quazi Hassan & Ehsan Chowdhury. (2015) Application of Remote Sensors in Mapping Rice Area and Forecasting Its Production: A Review. Sensors 15:1, pages 769-791.
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Fengmei Yao, Lili Feng & Jiahua Zhang. (2014) Corn Area Extraction by the Integration of MODIS-EVI Time Series Data and China’s Environment Satellite (HJ-1) Data. Journal of the Indian Society of Remote Sensing 42:4, pages 859-867.
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Mostafa Mosleh & Quazi Hassan. (2014) Development of a Remote Sensing-Based “Boro” Rice Mapping System. Remote Sensing 6:3, pages 1938-1953.
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Takeshi Takama, Pudji Setyani & Edvin Aldrian. 2021. Handbook of Climate Change Adaptation. Handbook of Climate Change Adaptation 1 23 .
Bingwen Qiu, Canying Zeng, Zhenghong Tang & Chongcheng Chen. (2013) Characterizing spatiotemporal non-stationarity in vegetation dynamics in China using MODIS EVI dataset. Environmental Monitoring and Assessment 185:11, pages 9019-9035.
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I Gusti Bagus Rai Utama. (2020) Tourism Visitor Center Flowchart As Recommendation for Bali Tourism Destination. SSRN Electronic Journal.
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