Northern Rivers Institute, School of Geosciences, University of Aberdeen, Scotland AB243UF, UK.
Northern Rivers Institute, School of Geosciences, University of Aberdeen, Scotland AB243UF, UK; IGB Leibniz Institute of Freshwater Ecology and Inland Fisheries, Germany; Department of Geography, Humboldt University Berlin, Germany.
Sci Total Environ. 2019 Mar 15;656:19-28. doi: 10.1016/j.scitotenv.2018.11.361. Epub 2018 Nov 26.
We assessed the hydrological implications of climate effects on vegetation phenology in northern environments by fusion of data from remote-sensing and local catchment monitoring. Studies using satellite data have shown earlier and later dates for the start (SOS) and end of growing seasons (EOS), respectively, in the Northern Hemisphere over the last 3 decades. However, estimates of the change greatly depend on the satellite data utilized. Validation with experimental data on climate-vegetation-hydrology interactions requires long-term observations of multiple variables which are rare and usually restricted to small catchments. In this study, we used two NDVI (normalized difference vegetation index) products (at ~25 & 0.5 km spatial resolutions) to infer SOS and EOS for six northern catchments, and then investigated the likely climate impacts on phenology change and consequent effects on catchment water yield, using both assimilated data (GLDAS: global land data assimilation system) and direct catchment observations. The major findings are: (1) The assimilated air temperature compared well with catchment observations (regression slopes and R close to 1), whereas underestimations of summer rainstorms resulted in overall underestimations of precipitation (regression slopes of 0.3-0.7, R ≥ 0.46). (2) The two NDVI products inferred different vegetation phenology characteristics. (3) Increased mean pre-season temperature significantly influenced the advance of SOS and delay of EOS. The precipitation influence was weaker, but delayed SOS corresponding to increased pre-season precipitation at most sites can be related to later snow melting. (4) Decreased catchment streamflow over the last 15 years could be related to the advance in SOS and extension of growing seasons. Greater streamflow reductions in the cold sites than the warm ones imply stronger climate warming impacts on vegetation and hydrology in colder northerly environments. The methods used in this study have potential for better understanding interactions between vegetation, climate and hydrology in observation-scarce regions.
我们通过融合遥感数据和当地流域监测数据,评估了气候对北方环境中植被物候的水文影响。利用卫星数据的研究表明,在过去 30 年中,北半球的植被生长季开始(SOS)和结束(EOS)日期分别提前和推迟。然而,变化的估计在很大程度上取决于所使用的卫星数据。利用关于气候-植被-水文学相互作用的实验数据进行验证需要对多个变量进行长期观测,但这种观测数据很少,通常仅限于小流域。在这项研究中,我们使用了两个归一化差异植被指数(NDVI)产品(空间分辨率分别约为 25 和 0.5 km)来推断六个北方流域的 SOS 和 EOS,然后利用同化数据(GLDAS:全球陆地数据同化系统)和直接流域观测结果,研究了气候对物候变化的可能影响以及对流域产水量的相应影响。主要发现如下:(1)同化的空气温度与流域观测结果非常吻合(回归斜率和 R 接近 1),而夏雨的低估导致了降水的总体低估(回归斜率为 0.3-0.7,R≥0.46)。(2)两个 NDVI 产品推断出不同的植被物候特征。(3)平均前期温度升高显著影响了 SOS 的提前和 EOS 的推迟。降水的影响较弱,但在大多数站点,前期降水增加导致 SOS 推迟,这可能与后期融雪有关。(4)过去 15 年来,流域径流量减少可能与 SOS 的提前和生长季的延长有关。寒冷地区的径流量减少幅度大于温暖地区,这意味着在更寒冷的北方环境中,气候变暖对植被和水文学的影响更强。本研究中使用的方法有可能更好地理解观测稀缺地区植被、气候和水文学之间的相互作用。