Tsutsumida Narumasa 堤田成政

Researcher Number	20650352
Other IDs
Affiliation (Current)	2025: 埼玉大学, 理工学研究科, 准教授
Affiliation (based on the past Project Information) *help	2020 – 2024: 埼玉大学, 理工学研究科, 准教授 2015 – 2019: 京都大学, 地球環境学堂, 助教
Review Section/Research Field	Principal Investigator Basic Section 64040:Social-ecological systems-related / Human geography Except Principal Investigator Area studies / Basic Section 39070:Landscape science-related
Keywords	Principal Investigator リモートセンシング / ユーザー定義 / 地理情報 / Planet / ディープラーニング / Mapillary / LCCS3 / オープンデータ / Decision Fusion / 深層学習 … More / Decision fusion / 深層学習モデル / 地上風景写真 / バイアス / 不確実性 / クラス分類 / 土地被覆 / 精度評価 / GIS / 自然資源管理 / 地理的加重モデル / オープンジオデータ … More Except Principal Investigator 地域研究 / 地理情報システム / 生業構造 / 森林構造 / 3次元 / レーザー / コリドー / 空隙 / ドローン / 森林分配 / 環境収容力 / ベトナム / GIS分析 / 救荒作物 / 発展的継承 / アカシア林業 / 質的調査 / GIS / 未来志向型生業モデル / 自立型農村開発 / 災害マネジメント / 農業経営システム / 地域資源管理 / 災害レジリアンス / 地域還元 / プランテーション / 地域資源利用 / 農業生産システム Less

Void space evaluation using high resolution data from a drone flying inside forest
- Principal Investigator
  
  加藤顕
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 39070:Landscape science-related
- Research Institution
  Chiba University
Developing a land cover classification system for usersPrincipal Investigator
- Principal Investigator
  
  Tsutsumida Narumasa
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 64040:Social-ecological systems-related
- Research Institution
  Saitama University
New agricultural production system for natural disaster mitigation utilizing regional resources
- Principal Investigator
  
  saizen izuru
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Area studies
- Research Institution
  Kyoto University
Livelihood modelling for ideal future corresponding to gradual changes in life of ethnic minorities life in Vietnam
- Principal Investigator
  
  Saizen Izuru
- Project Period (FY)
  2016 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Area studies
- Research Institution
  Kyoto University
A study on effective use of open geo data for bottom up approaches for natural resource managementPrincipal Investigator
- Principal Investigator
  
  Tsutsumida Narumasa
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Human geography
- Research Institution
  Kyoto University

All 2024 2023 2022 2021 2020 2019 2018 2017 2016 2015

All Journal Article Presentation

[Journal Article] Investigating the use of deep learning models for land cover classification from street‐level imagery2024
- Author(s)
  Tsutsumida Narumasa、Zhao Jing、Shibuya Naho、Nasahara Kenlo、Tadono Takeo
- Journal Title
  
  Ecological Research
  
  Volume: - Issue: 5 Pages: 757-765
- DOI
  10.1111/1440-1703.12470
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K20005
[Journal Article] Geographically weighted accuracy for hard and soft land cover classifications: 5 approaches with coded illustrations2023
- Author(s)
  Comber Alexis、Tsutsumida Naru
- Journal Title
  
  International Journal of Remote Sensing
  
  Volume: 44 Issue: 19 Pages: 6233-6257
- DOI
  10.1080/01431161.2023.2264503
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20005
[Journal Article] 10-Meter Resolution Land Cover Classification Mapping Using Sentinel-1 & 2 and Dynamic World2023
- Author(s)
  Tsutsumida Narumasa、Nasahara Kenlo、Tadono Takeo、Birch Tanya、Erickson Tyler
- Journal Title
  
  IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium
  
  Volume: - Pages: 2954-2957
- DOI
  10.1109/igarss52108.2023.10282556
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K20005
[Journal Article] Perspective: Improving the accuracy of plant phenology observations and land-cover and land-use detection by optical satellite remote-sensing in the Asian tropics2023
- Author(s)
  Nagai Shin、Katsumata Chifuyu、Miura Tomoaki、Tsutsumida Narumasa、Ichie Tomoaki、Kotani Ayumi、Nakagawa Michiko、Khoon Kho Lip、Kobayashi Hideki、et al.
- Journal Title
  
  Frontiers in Forests and Global Change
  
  Volume: 6 Pages: 1-16
- DOI
  10.3389/ffgc.2023.1106723
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12352, KAKENHI-PROJECT-20K20005, KAKENHI-PROJECT-18H03576, KAKENHI-PROJECT-20H00010, KAKENHI-PROJECT-22H00016, KAKENHI-PROJECT-19H03301, KAKENHI-PROJECT-17K18531, KAKENHI-PROJECT-19H02992, KAKENHI-PROJECT-23K21806, KAKENHI-PLANNED-21H05178, KAKENHI-PROJECT-20H00017, KAKENHI-PROJECT-21H04356
[Journal Article] Land Cover Classification from Street-Level Photos2022
- Author(s)
  Tsutsumida Narumasa、Zhao Jing、Nasahara Kenlo、Tadono Takeo
- Journal Title
  
  IGARSS 2022
  
  Volume: - Pages: 5524-5526
- DOI
  10.1109/igarss46834.2022.9883194
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K20005
[Journal Article] Evaluation of Land Surface Phenology for Autumn Leaf Color Change Based on Citizen Reports across Japan2022
- Author(s)
  Tsutsumida, N.; Shin, N.; Miura, T.
- Journal Title
  
  Remote Sensing
  
  Volume: 14 Issue: 9 Pages: 2017-2017
- DOI
  10.3390/rs14092017
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20005
[Journal Article] Impact of continuous Jakarta megacity urban expansion on the formation of the Jakarta-Bandung conurbation over the rice farm regions2021
- Author(s)
  Rustiadi Ernan、Pravitasari Andrea Emma、Setiawan Yudi、Mulya Setyardi Pratika、Pribadi Didit Okta、Tsutsumida Narumasa
- Journal Title
  
  Cities
  
  Volume: 111 Pages: 103000-103000
- DOI
  10.1016/j.cities.2020.103000
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20005
[Journal Article] 地理的加重法の研究動向と今後の展望2021
- Author(s)
  堤田成政，吉田崇紘，村上大輔，中谷友樹
- Journal Title
  
  GIS -理論と応用-
  
  Volume: 1
- NAID
  40022818340
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K20005
[Journal Article] A Geographically Weighted Total Composite Error Analysis for Soft Classification2020
- Author(s)
  Tsutsumida Narumasa、Yoshida Takahiro、Murakami Daisuke、Nakaya Tomoki
- Journal Title
  
  IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium
  
  Volume: - Pages: 874-876
- DOI
  10.1109/igarss39084.2020.9323939
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K20005
[Journal Article] 分類結果比較法による土地被覆・土地利用変化抽出の課題2020
- Author(s)
  堤田成政
- Journal Title
  
  農村計画学会誌
  
  Volume: 39 Pages: 286-289
- NAID
  130008138162
- Data Source
  KAKENHI-PROJECT-20K20005
[Journal Article] Mapping Fragmented Impervious Surface Areas Overlooked by Global Land-Cover Products in the Liping County, Guizhou Province, China2020
- Author(s)
  Zhao Jing、Tsutsumida Narumasa
- Journal Title
  
  Remote Sensing
  
  Volume: 12 Issue: 9 Pages: 1527-1527
- DOI
  10.3390/rs12091527
- NAID
  120006843538
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K20005
[Journal Article] Mapping spatial accuracy of the forest type classification in JAXA’s high-resolution land use and land cover map2019
- Author(s)
  Tsutsumida N., Nagai S., Rodrguez-Veiga P., Katagi J., Nasahara K. , Tadono T.
- Journal Title
  
  ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
  
  Volume: IV-3/W1 Pages: 57-63
- DOI
  10.5194/isprs-annals-iv-3-w1-57-2019
- NAID
  120006706830
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H03311
[Journal Article] Investigating Spatial Error Structures in Continuous Raster Data2018
- Author(s)
  Tsutsumida N., Rodrguez-Veiga P., Harris P., Balzter H., Comber A.
- Journal Title
  
  International Journal of Applied Earth Observation and Geoinformation
  
  Volume: 74 Pages: 259-268
- DOI
  10.1016/j.jag.2018.09.020
- NAID
  120006528363
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H03311, KAKENHI-PROJECT-16H05660
[Journal Article] Time: the late arrival at the Geocomputation party and the need for considered approaches to spatio-temporal analyses2017
- Author(s)
  Alexis Comber, Paul Harris, Narumasa Tsutsumida
- Journal Title
  
  extended abstract of Geocomputation 2017
  
  Volume: -
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K21086
[Journal Article] JAXA高解像度土地利用土地被覆図の分類精度の空間分布推定2017
- Author(s)
  堤田成政、奈佐原（西田）顕郎、田殿武雄
- Journal Title
  
  日本リモートセンシング学会第63回学術講演会論文集
  
  Volume: - Pages: 37-39
- Data Source
  KAKENHI-PROJECT-15K21086
[Journal Article] Geographically weighted partial correlation for spatial analysis2017
- Author(s)
  Joseph Percival and Narumasa Tsutsumida
- Journal Title
  
  GI_forum 2017
  
  Volume: 1 Pages: 36-43
- DOI
  10.1553/giscience2017_01_s36
- NAID
  120006624100
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K21086
[Journal Article] Specifying regression models for spatio-temporal data sets2017
- Author(s)
  Paul Harris, Alexis Comber, Narumasa Tsutsumida
- Journal Title
  
  extended abstract of Geocomputation 2017
  
  Volume: -
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K21086
[Journal Article] Sub-Pixel classification of MODIS EVI for annual mappings of impervious surface areas2016
- Author(s)
  Tsutsumida N., Comber A., Barrett K., Saizen I., Rustiadi E.
- Journal Title
  
  Remote Sensing
  
  Volume: 8 Issue: 2 Pages: 143-143
- DOI
  10.3390/rs8020143
- NAID
  120005947128
- Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K21086
[Journal Article] Challenges in Spatio-Temporal Land Cover Classification and its Accuracy Assessment2016
- Author(s)
  Tsutsumida N., Comber A.J., Saizen I.
- Journal Title
  
  Katsumi T.and Hashimoto S.(Eds.) Towards FUTURE EARTH: Challenges and Progress of Global Environmental Studies
  
  Volume: - Pages: 61-79
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K21086
[Journal Article] Spatial accuracy measures of soft classification in land cover2016
- Author(s)
  Tsutsumida N. and Comber A.
- Journal Title
  
  Peer-reviewed short paper of the GIScience 2016
  
  Volume: - Pages: 340-343
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K21086
[Journal Article] <b> </b>Discussions on Data Publishing for Endangered Species Conservation2016
- Author(s)
  堤田成政
- Journal Title
  
  Papers on Environmental Information Science
  
  Volume: ceis30 Issue: 0 Pages: 111-116
- DOI
  10.11492/ceispapers.ceis30.0_111
- NAID
  130005175206
- Language
  Japanese
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-15K21086
[Presentation] 10-meter resolution land cover classification mapping using sentinel-2 and dynamic world,IGARSS 20232023
- Author(s)
  Tsutsumida N., Nasahara K., Tadono T., Birch T., Erickson T.
- Organizer
  IGARSS2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20005
[Presentation] パノプティックシーングラフによる土地被覆オブジェクト間の関係性抽出2023
- Author(s)
  渋谷南帆, 堤田成政
- Organizer
  第32回地理情報システム学会学術研究発表大会学生フリーテーマ発表会成果発表セッション
- Data Source
  KAKENHI-PROJECT-20K20005
[Presentation] Enhancing Land Cover Classification Mapping with Dynamic World and Decision Fusion2023
- Author(s)
  Tsutsumida N. , Nasahara K., Tadono T.
- Organizer
  AGU Annual Meeting 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20005
[Presentation] Uncertain Vegetation Trends by Index Selections2022
- Author(s)
  Tsutsumida N. and Mochizuki R.
- Organizer
  Geo for Good Summit at Google
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20005
[Presentation] Land Cover Classification from Street-Level Photos2022
- Author(s)
  Tsutsumida N., Zhao J., Nasahara K. and Tadono T.
- Organizer
  IGARSS2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20005
[Presentation] 地理的加重モデルの開発と空間データ解析2021
- Author(s)
  堤田成政
- Organizer
  ROIS-DS 成果報告会
- Invited
- Data Source
  KAKENHI-PROJECT-20K20005
[Presentation] Estimating Land Cover from Geo-tagged Street-level Photos2021
- Author(s)
  Tsutsumida N., Zhao J., Nasahara K. and Tadono T.
- Organizer
  AGU Fall meeting 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20005
[Presentation] 土地被覆分類データの空間精度・空間誤差2021
- Author(s)
  堤田成政
- Organizer
  第109回日本写真測量学会関西支部テクニカルセミナー
- Invited
- Data Source
  KAKENHI-PROJECT-20K20005
[Presentation] A Geographically Weighted Total Composite Analysis for Soft Classification2020
- Author(s)
  Tsutsumida Narumasa、Yoshida Takahiro、Murakami Daisuke、Nakaya Tomoki
- Organizer
  IGARSS2020
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20005
[Presentation] 日本国内を対象とした土地被覆データの不確実性の検証2019
- Author(s)
  堤田成政, 大澤剛士, 土居秀幸
- Organizer
  第６６回日本生態学会大会
- Data Source
  KAKENHI-PROJECT-16H03311
[Presentation] Past and future changes in urban areas and paddy fields in Bandung metropolitan area using landsat time series2019
- Author(s)
  Stanny A.Y., Saizen I., Tsutsumida N., Barus B., Pravitasari A.E.
- Organizer
  The 3rd International Conference of AGLE & IGU
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H05660
[Presentation] 大規模リモートセンシングデータをもちいた土地被覆分類2018
- Author(s)
  堤田成政
- Organizer
  日本生態学会大会
- Data Source
  KAKENHI-PROJECT-15K21086
[Presentation] NDVI-based threshold Approach to Estimate Potential Vegetation Cover Using Integrated Google earth engine (GEE) and GIS2018
- Author(s)
  Putri U.N, Tsutsumida N. and Saizen I
- Organizer
  IPB and KU International Symposium on Education and Research in Global Environmental Studies In Asia
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H03311
[Presentation] 格子データにおける精度評価指標の空間拡張2018
- Author(s)
  堤田成政
- Organizer
  日本地理学会2018年春季学術大会
- Data Source
  KAKENHI-PROJECT-15K21086
[Presentation] Spatially explicit exploratory factor analysis on urban statistical data; Geographically weighted approach –2018
- Author(s)
  Tsutsumida N., Murakami D., Yoshida T., Pravitasari A.E., Nakaya T.
- Organizer
  International Conference on Spatial Analysis and Modeling
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H03311
[Presentation] Time: the late arrival at the Geocomputation party and the need for considered approaches to spatio-temporal analyses2017
- Author(s)
  Alexis Comber, Paul Harris, Narumasa Tsutsumida
- Organizer
  Geocomputation 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K21086
[Presentation] JAXA高解像度土地利用土地被覆図の分類精度の空間分布推定2017
- Author(s)
  堤田成政、奈佐原（西田）顕郎、田殿武雄
- Organizer
  日本リモートセンシング学会第63回学術講演会
- Data Source
  KAKENHI-PROJECT-15K21086
[Presentation] Spatial considerations of accuracy for satellite-based biomass mapping2017
- Author(s)
  Narumasa Tsutsumida , Pedro Rodroguez-Veiga, Paul Harris, Alexis Comber, Joseph Percival
- Organizer
  RSPsoc 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K21086
[Presentation] Geographically Weighted Principal Component Analysis for Spatio-temporal Statistical Dataset2017
- Author(s)
  Narumasa Tsutsumida, Paul Harris, Alexis Comber
- Organizer
  IASC-ARS/NZSA 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K21086
[Presentation] Geographically weighted partial correlation for spatial analysis2017
- Author(s)
  Joseph Percival and Narumasa Tsutsumida
- Organizer
  GI_forum
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K21086
[Presentation] Prediction of urban land use change using transition potential modeling and Marcov chain analysis2017
- Author(s)
  Tiburan C., Saizen I., Tsutsumida N
- Organizer
  HUST & KU International Symposium on the Education & Research of the Global Environmental Studies in Asia
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H03311
[Presentation] Specifying regression models for spatio-temporal data sets2017
- Author(s)
  Paul Harris, Alexis Comber, Narumasa Tsutsumida
- Organizer
  Geocomputation 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K21086
[Presentation] Spatial accuracy measures of soft classification in land cover2016
- Author(s)
  Tsutsumida N., Comber A.
- Organizer
  GIScience 2016
- Place of Presentation
  Montreal, Canada
- Year and Date
  2016-09-27
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H03311
[Presentation] Spatial Analysis Of Land Cover Configuration For Sustainable Water Quality Management In The Silang-Santa Rosa River Basin, Laguna, Philippines2016
- Author(s)
  Saizen I, Asano S, Tiburan CL, Tokito M, Hara Y, Tsutsumida N
- Organizer
  Asian Conference on Remote Sensing 2016
- Place of Presentation
  Colombo, Sri Lanka
- Year and Date
  2016-10-17
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H03311
[Presentation] Spatial accuracy measures of soft classification in land cover2016
- Author(s)
  Tsutsumida N. and Comber A.
- Organizer
  Peer-reviewed short paper of the GIScience 2016
- Place of Presentation
  モントリオール、カナダ
- Year and Date
  2016-09-27
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K21086
[Presentation] Spatial accuracy assessment of soft classification land cover map2016
- Author(s)
  Tsutsumida N.
- Organizer
  Jpgu
- Place of Presentation
  Chiba, Japan
- Year and Date
  2016-05-22
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K21086
[Presentation] Spatial accuracy assessment of soft classification land cover map2016
- Author(s)
  Tsutsumida N.
- Organizer
  JpGU
- Place of Presentation
  千葉、日本
- Year and Date
  2016-05-22
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K21086
[Presentation] Spatial accuracy assessment of soft classification land cover map2016
- Author(s)
  Tsutsumida N.
- Organizer
  JpGU
- Place of Presentation
  幕張メッセ，千葉県千葉市
- Year and Date
  2016-05-22
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H05660
[Presentation] The impacts of imperfect reference data on land cover classification accuracy2015
- Author(s)
  Tsutsumida N. & Comber A.
- Organizer
  RSPSoc, NCEO and CEOI-ST Joint Annual Conference
- Place of Presentation
  Sousampton, UK
- Year and Date
  2015-09-09
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K21086

1. saizen izuru (80346098)

# of Collaborated Projects: 2 results

# of Collaborated Products: 4 results
2. 淺野悟史 (10747869)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
3. 時任美乃理 (20824220)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
4. 山下良平 (40515871)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 小林広英 (70346097)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 加藤顕 (70543437)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 堀田紀文 (00323478)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 三谷徹 (20285240)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 早川裕弌 (70549443)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 鈴木智 (90571274)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. ICHIE Tomoaki

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
12. 永井信

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Tsutsumida Narumasa 堤田 成政

Research Projects

Research Products

Co-Researchers

Void space evaluation using high resolution data from a drone flying inside forest

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Developing a land cover classification system for usersPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

New agricultural production system for natural disaster mitigation utilizing regional resources

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Livelihood modelling for ideal future corresponding to gradual changes in life of ethnic minorities life in Vietnam

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

A study on effective use of open geo data for bottom up approaches for natural resource managementPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Investigating the use of deep learning models for land cover classification from street‐level imagery2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Geographically weighted accuracy for hard and soft land cover classifications: 5 approaches with coded illustrations2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] 10-Meter Resolution Land Cover Classification Mapping Using Sentinel-1 &amp; 2 and Dynamic World2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Perspective: Improving the accuracy of plant phenology observations and land-cover and land-use detection by optical satellite remote-sensing in the Asian tropics2023

Author(s)

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DOI

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