Big data for remote sensing: Challenges and opportunities

M Chi, A Plaza, JA Benediktsson, Z Sun… - Proceedings of the …, 2016 - ieeexplore.ieee.org
Every day a large number of Earth observation (EO) spaceborne and airborne sensors from
many different countries provide a massive amount of remotely sensed data. Those data are …

[HTML][HTML] Finer-resolution mapping of global land cover: Recent developments, consistency analysis, and prospects

L Liu, X Zhang, Y Gao, X Chen, X Shuai… - Journal of Remote …, 2021 - spj.science.org
Land-cover mapping is one of the foundations of Earth science. As a result of the combined
efforts of many scientists, numerous global land-cover (GLC) products with a resolution of 30 …

[HTML][HTML] The science of soil security and food security

LE Pozza, DJ Field - Soil Security, 2020 - Elsevier
There is a nexus of seven inter-linked global existential challenges; Soil Security and Food
Security are two of these. The established concept of Food Security is well defined and …

Land use intensity-specific global characterization factors to assess product biodiversity footprints

A Chaudhary, TM Brooks - Environmental science & technology, 2018 - ACS Publications
The UNEP-SETAC life cycle initiative recently recommended use of the countryside species–
area relationship (SAR) model to calculate the characterization factors (CFs; potential …

Mapping 20 years of irrigated croplands in China using MODIS and statistics and existing irrigation products

C Zhang, J Dong, Q Ge - Scientific Data, 2022 - nature.com
As a routine agricultural practice, irrigation is fundamental to protect crops from water
scarcity and ensure food security in China. However, consistent and reliable maps about the …

Agricultural development and land use change in India: A scenario analysis of trade‐offs between UN Sustainable Development Goals (SDGs)

R Hinz, TB Sulser, R Hüfner, D Mason‐D'Croz… - Earth's …, 2020 - Wiley Online Library
India has the second largest population in the world and is characterized by a broad
diversity in climate, topography, flora, fauna, land use, and socioeconomic conditions. To …

Mapping irrigated cropland extent across the conterminous United States at 30 m resolution using a semi-automatic training approach on Google Earth Engine

Y Xie, TJ Lark, JF Brown, HK Gibbs - ISPRS Journal of Photogrammetry and …, 2019 - Elsevier
Accurate and timely information on the distribution of irrigated croplands is crucial to
research on agriculture, water availability, land use, and climate change. While agricultural …

Mapping annual irrigation from Landsat imagery and environmental variables across the conterminous United States

Y Xie, TJ Lark - Remote Sensing of Environment, 2021 - Elsevier
Identifying the location of irrigated croplands and how they change over time is critical for
assessing and managing limited water resources to navigate such challenges as local to …

The state of migratory landbirds in the East Asian Flyway: Distributions, threats, and conservation needs

DL Yong, W Heim, SU Chowdhury, CY Choi… - Frontiers in Ecology …, 2021 - frontiersin.org
With nearly 400 migratory landbird species, the East Asian Flyway is the most diverse of the
world's flyways. This diversity is a consequence of the varied ecological niches provided by …

Sentinel2GlobalLULC: A Sentinel-2 RGB image tile dataset for global land use/cover mapping with deep learning

Y Benhammou, D Alcaraz-Segura, E Guirado, R Khaldi… - Scientific Data, 2022 - nature.com
Abstract Land-Use and Land-Cover (LULC) mapping is relevant for many applications, from
Earth system and climate modelling to territorial and urban planning. Global LULC products …